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@inproceedings{DBLP:conf/acml/0005F0K23,
author = {Lei Ju and
Zhenhua Feng and
Muhammad Awais and
Josef Kittler},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Ada\({}^{\mbox{2}}\)NPT: An Adaptive Nearest Proxies Triplet Loss
for Attribute-Aware Face Recognition with Adaptively Compacted Feature
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {614--629},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ju24a.html},
timestamp = {Tue, 14 May 2024 08:14:16 +0200},
biburl = {https://dblp.org/rec/conf/acml/0005F0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0005SSS23,
author = {Abhishek Tiwari and
Ananya Singhal and
Saurabh J. Shigwan and
Rajeev Kumar Singh},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning
Framework using Sparse Diffusion Measures},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1369--1384},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/tiwari24a.html},
timestamp = {Wed, 05 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0005SSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/00080L23,
author = {Yuhang Song and
Anh Nguyen and
Chun{-}Yi Lee},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Learning to Terminate in Object Navigation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1247--1262},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/song24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/00080L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0013YLZ23,
author = {Ke Sun and
Bing Yu and
Zhouchen Lin and
Zhanxing Zhu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Patch-level Neighborhood Interpolation: {A} General and Effective
Graph-based Regularization Strategy},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1276--1291},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/sun24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0013YLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AhmadiRKS23,
author = {Raha Ahmadi and
Mohammad Javad Rajabi and
Mohammad Khalooie and
Mohammad Sabokrou},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Mitigating Bias: Enhancing Image Classification by Improving Model
Explanations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1--14},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ahmadi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AhmadiRKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AlQuabehM023,
author = {Hilal AlQuabeh and
Bhaskar Mukhoty and
Bin Gu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning
with Limited Memory},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {28--43},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/alquabeh24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AlQuabehM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AliWC23,
author = {Ameen Ali and
Lior Wolf and
Hakan Cevikalp},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Degree-based stratification of nodes in Graph Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {15--27},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ali24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AliWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AnjaniSDKR23,
author = {R. N. Anjani and
C. H. Sarvani and
K. Kalyan Deep and
P. Aravinda Kumar and
Sitiraju Srinivasa Rao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Ted: Tree delineation with reduced dimensions using entropy and deep
learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {44--57},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/anjani24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AnjaniSDKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ArulkumaranL23,
author = {Kai Arulkumaran and
Dan Ogawa Lillrank},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Pragmatic Look at Deep Imitation Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {58--73},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/arulkumaran24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ArulkumaranL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaikY23,
author = {Dowoo Baik and
Ji Won Yoon},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Equilibrium Point Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {74--89},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/baik24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaikY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BalloutKHK23,
author = {Mohamad Ballout and
Ulf Krumnack and
Gunther Heidemann and
Kai{-}Uwe K{\"{u}}hnberger},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Show Me How It's Done: The Role of Explanations in Fine-Tuning Language
Models},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {90--105},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ballout24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BalloutKHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaykalKBU23,
author = {Gulcin Baykal and
Halil Faruk Karagoz and
Taha Binhuraib and
Gozde Unal},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {106--120},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/baykal24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaykalKBU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BegnardiBJ023,
author = {Luca Begnardi and
Hendrik Baier and
Willem van Jaarsveld and
Yingqian Zhang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Deep Reinforcement Learning for Two-sided Online Bipartite Matching
in Collaborative Order Picking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {121--136},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/begnardi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BegnardiBJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BekkemoenL23,
author = {Yanzhe Bekkemoen and
Helge Langseth},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{ASAP:} Attention-Based State Space Abstraction for Policy Summarization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {137--152},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/bekkemoen24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BekkemoenL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BhattGR23,
author = {Shrey Bhatt and
Aishwarya Gupta and
Piyush Rai},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Federated Learning with Uncertainty via Distilled Predictive Distributions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {153--168},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/bhatt24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BhattGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BianWL23,
author = {Dexin Bian and
Xiaoru Wang and
Meifang Li},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Diffusion-based Visual Representation Learning for Medical Question
Answering},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {169--184},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/bian24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BianWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BougieVW23,
author = {Nicolas Bougie and
Daria Vazhenina and
Narimasa Watanabe},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Lost and Found: How Self-Supervised Learning Helps {GPS} Coordinates
Find Their Way},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {185--200},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/bougie24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BougieVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CagatanA23,
author = {Omer Veysel Cagatan and
Baris Akg{\"{u}}n},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {201--216},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/cagatan24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CagatanA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CevikalpYS23,
author = {Hakan Cevikalp and
Hasan Serhan Yavuz and
Hasan Saribas},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Deep Uniformly Distributed Centers on a Hypersphere for Open Set Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {217--230},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/cevikalp24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CevikalpYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenCZ23,
author = {Haotian Chen and
Yijiang Chen and
Xiangdong Zhou},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Understanding More Knowledge Makes the Transformer Perform Better
in Document-level Relation Extraction},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {231--246},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/haotian24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DemirD23,
author = {Samet Demir and
Zafer Dogan},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Optimal Nonlinearities Improve Generalization Performance of Random
Features},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {247--262},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/demir24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DemirD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengGSCOEO23,
author = {Zihao Deng and
Benjamin Ghaemmaghami and
Ashish Kumar Singh and
Benjamin Y. Cho and
Leo Orshansky and
Mattan Erez and
Michael Orshansky},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer
Embedding Training},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {263--278},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/deng24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengGSCOEO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengZZYGZ23,
author = {Wenmin Deng and
Jing Zhang and
Peng Zhang and
Yitong Yao and
Hui Gao and
Yurui Zhang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for
Hierarchical Multi-Label Text Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {279--294},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/deng24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengZZYGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DenkovskiKM23,
author = {Stefan Denkovski and
Shehroz S. Khan and
Alex Mihailidis},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Temporal Shift - Multi-Objective Loss Function for Improved Anomaly
Fall Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {295--310},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/denkovski24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DenkovskiKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DingLH23,
author = {Ruiqi Ding and
Tao Li and
Xiaolin Huang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Better Loss Landscape Visualization for Deep Neural Networks with
Trajectory Information},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {311--326},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ding24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DingLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Dong23,
author = {Meng Dong},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Pedestrian Cross Forecasting with Hybrid Feature Fusion},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {327--342},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/dong24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Dong23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DuttaMSD23,
author = {Parag Dutta and
Kawin Mayilvaghanan and
Pratyaksha Sinha and
Ambedkar Dukkipati},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Deep Representation Learning for Prediction of Temporal Event Sets
in the Continuous Time Domain},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {343--358},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/dutta24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DuttaMSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FangZWL23,
author = {Yi Fang and
Wen{-}Hao Zheng and
Qihui Wang and
Xiao{-}Xin Li},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Robust Image Classification via Using Multiple Diversity Losses},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {359--373},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/fang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FangZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhebrioutBNO23,
author = {Mohamed Imed Eddine Ghebriout and
Halima Bouzidi and
Sma{\"{\i}}l Niar and
Hamza Ouarnoughi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search
on Resource-constrained Devices},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {374--389},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ghebriout24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GhebrioutBNO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuYC023,
author = {Ming Gu and
Yan Yang and
Chengcai Chen and
Zhou Yu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {State Value Generation with Prompt Learning and Self-Training for
Low-Resource Dialogue State Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {390--405},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/gu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GuYC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HenkaAT23,
author = {Noureddine Henka and
Mohamad Assaad and
Sami Tazi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Self Weighted Multiplex Modularity Maximization for Multiview Clustering},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {406--421},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/henka24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HenkaAT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HerdtSBAM23,
author = {Rudolf Herdt and
Maximilian Schmidt and
Daniel Otero Baguer and
Jean Le'Clerc Arrastia and
Peter Maa{\ss}},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {How {GAN} Generators can Invert Networks in Real-Time},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {422--437},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/herdt24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HerdtSBAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HoHLLWW23,
author = {Kuo{-}Hao Ho and
Ping{-}Chun Hsieh and
Chiu{-}Chou Lin and
You{-}Ren Luo and
Feng{-}Jian Wang and
I{-}Chen Wu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Towards Human-Like {RL:} Taming Non-Naturalistic Behavior in Deep
{RL} via Adaptive Behavioral Costs in 3D Games},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {438--453},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ho24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HoHLLWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuYWYL23,
author = {Shu Hu and
Zhenhuan Yang and
Xin Wang and
Yiming Ying and
Siwei Lyu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Outlier Robust Adversarial Training},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {454--469},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/hu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuYWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangKCLZ23,
author = {Jing Huang and
Ming Kong and
Luyuan Chen and
Tian Liang and
Qiang Zhu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Temporal {RPN} Learning for Weakly-Supervised Temporal Action Localization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {470--485},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/huang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuangKCLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangR23,
author = {Xinyuan Huang and
Qianqian Ren},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph
Attention},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {486--501},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/huang24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuangR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/IklassovSS023,
author = {Zangir Iklassov and
Ikboljon Sobirov and
Ruben Solozabal and
Martin Tak{\'{a}}c},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Reinforcement Learning for Solving Stochastic Vehicle Routing Problem},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {502--517},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/iklassov24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/IklassovSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JhaTJGR023,
author = {Gopi Krishna Jha and
Anthony Thomas and
Nilesh Jain and
Sameh Gobriel and
Tajana Rosing and
Ravi R. Iyer},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Mem-Rec: Memory Efficient Recommendation System using Alternative
Representation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {518--533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/jha24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JhaTJGR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiF23,
author = {Chunlin Ji and
Yuhao Fu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Deep Kernel Regression with Finite Learnable Kernels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {550--565},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ji24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiFH23,
author = {Chunlin Ji and
Yuhao Fu and
Ping He},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Adaptive Riemannian stochastic gradient descent and reparameterization
for Gaussian mixture model fitting},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {534--549},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ji24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiXZYCS23,
author = {Chunlin Ji and
Zhan Xiong and
Meiying Zhang and
Huiwen Yang and
Feng Chen and
Hanchun Shen},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Prototypical Model with Information-Theoretic Loss Functions for Generalized
Zero-Shot Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {566--581},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ji24c.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiXZYCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiangLL0T23,
author = {Junqi Jiang and
Jianglin Lan and
Francesco Leofante and
Antonio Rago and
Francesca Toni},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Provably Robust and Plausible Counterfactual Explanations for Neural
Networks via Robust Optimisation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {582--597},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/jiang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiangLL0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JinkaSJMPJNP23,
author = {Harika Jinka and
Jyothsna Shaji and
Sangeeth John and
Sreeraj R. Menon and
Amalu Pradeep and
P. B. Jayaraj and
Pournami P. N and
Niyas Puzhakkal},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {SART-Res-UNet: Fan Beam {CT} Image Reconstruction from Limited Projections
using attention-enabled residual U-Net},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {598--613},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/jinka24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JinkaSJMPJNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KesslerLBW23,
author = {Ido Kessler and
Omri Lifshitz and
Sagie Benaim and
Lior Wolf},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Cross-Domain Relation Adaptation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {630--645},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/kessler24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KesslerLBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeeHS23,
author = {Jongyeong Lee and
Junya Honda and
Masashi Sugiyama},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Thompson Exploration with Best Challenger Rule in Best Arm Identification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {646--661},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/lee24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeeHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeeKH23,
author = {Seungtae Lee and
Jonghwan Ko and
Seokin Hong},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Facto-CNN: Memory-Efficient {CNN} Training with Low-rank Tensor Factorization
and Lossy Tensor Compression},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {662--677},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/lee24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeeKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LemaireAOSAPS23,
author = {Valentin Lemaire and
Youssef Achenchabe and
Lucas Ody and
Houssem Eddine Souid and
Gianmarco Aversano and
Nicolas Posocco and
Sabri Skhiri},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{SANGEA:} Scalable and Attributed Network Generation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {678--693},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/lemaire24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LemaireAOSAPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiBWX23,
author = {Tianyang Li and
Jinxu Bai and
Qingzhu Wang and
Hanwen Xu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Efficient Medical Images Text Detection with Vision-Language Pre-training
Approach},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {755--770},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/li24e.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiBWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLW23,
author = {Zongyi Li and
Hongbing Lyu and
Jun Wang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image
Segmentation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {694--706},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/li24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiPXLW23,
author = {Yichen Li and
Qi Pang and
Dongwei Xiao and
Zhibo Liu and
Shuai Wang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Detecting and Repairing Deviated Outputs of Compressed Models},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {707--722},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/li24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiPXLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiZLJ23,
author = {Hongxi Li and
Zuxuan Zhang and
Dengzhe Liang and
Yuncheng Jiang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {K-Truss Based Temporal Graph Convolutional Network for Dynamic Graphs},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {739--754},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/li24d.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiZLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiZW023,
author = {Wang Li and
En Zhu and
Siwei Wang and
Xifeng Guo},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Attributed Graph Subspace Clustering with Graph-Boosting},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {723--738},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/li24c.html},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiZW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiangS23,
author = {Zixuan Liang and
Yanan Sun},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Evolutionary Neural Architecture Search for Multivariate Time Series
Forecasting},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {771--786},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/liang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Liu0TX23,
author = {Xinchen Liu and
Hongbo Wang and
Yingjian Tian and
Linyao Xie},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Overcoming catastrophic forgetting with classifier expander},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {803--817},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/liu24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Liu0TX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuTRRD23,
author = {Xin Liu and
Jie Tan and
Xiaoguang Ren and
Weiya Ren and
Huadong Dai},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{KURL:} {A} Knowledge-Guided Reinforcement Learning Model for Active
Object Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {818--833},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/liu24c.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuTRRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWYL23,
author = {Mingshi Liu and
Xiaoru Wang and
Zhihong Yu and
Fu Li},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start
Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {787--802},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/liu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuoL23,
author = {Guang Luo and
Jianping Luo},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective
Vehicle Routing Problem},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {834--849},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/luo24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaZHLS23,
author = {Siyuan Ma and
Fan Zhang and
Wanli Hou and
Yarui Li and
Wei Song},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{TFAN:} Temporal-Feature correlations Attention-based Network for
Urban Air Quality Prediction using Data Fusion technology},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {850--865},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ma24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaZHLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Mascha23,
author = {Philipp Mascha},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{VMLC:} Statistical Process Control for Image Classification in Manufacturing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {866--881},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/mascha24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Mascha23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MatsumotoMI0S23,
author = {Kengo Matsumoto and
Tomoya Matsuda and
Atsuki Inoue and
Hiroshi Kawaguchi and
Yasufumi Sakai},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Mixed-Precision Quantization Method without Accuracy Degradation
Using Semilayers},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {882--894},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/matsumoto24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MatsumotoMI0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MatsuokaI23,
author = {Tatsuya Matsuoka and
Shinji Ito},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Maximization of Minimum Weighted Hamming Distance between Set Pairs},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {895--910},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/matsuoka24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MatsuokaI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MulcD23,
author = {Thomas Mulc and
Debidatta Dwibedi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Q-Match: Self-Supervised Learning by Matching Distributions Induced
by a Queue},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {911--926},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/mulc24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MulcD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NagayasuW23,
author = {Shuya Nagayasu and
Sumio Watanabe},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Free Energy of Bayesian Convolutional Neural Network with Skip Connection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {927--942},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/nagayasu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NagayasuW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NgoNP023,
author = {Giang Ngo and
Dang Nguyen and
Dat Phan{-}Trong and
Sunil Gupta},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Active Level Set Estimation for Continuous Search Space with Theoretical
Guarantee},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {943--958},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ngo24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NgoNP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenVNNDW23,
author = {Thai{-}Hung Nguyen and
Hong{-}Phuc Vu and
Thuy Dung Nguyen and
Tuan Minh Nguyen and
Khoa D. Doan and
Kok{-}Seng Wong},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Empirical Study of Federated Unlearning: Efficiency and Effectiveness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {959--974},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/nguyen24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenVNNDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NingS23,
author = {Jinlai Ning and
Michael W. Spratling},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {The Importance of Anti-Aliasing in Tiny Object Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {975--990},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/ning24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NingS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NiocheTHK23,
author = {Aur{\'{e}}lien Nioche and
Ville Tanskanen and
Marcelo Hartmann and
Arto Klami},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Transformed Gaussian Processes for Characterizing a Model's Discrepancy},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {991--1006},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/nioche24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NiocheTHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NomuraH23,
author = {Yuhei Nomura and
Hirotaka Hachiya},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Frequency-dependent Image Reconstruction Error for Micro Defect Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1007--1022},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/nomura24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NomuraH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NoskovFP23,
author = {Fedor Noskov and
Alexander Fishkov and
Maxim Panov},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Selective Nonparametric Regression via Testing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1023--1038},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/noskov24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NoskovFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PalakkadavathNL23,
author = {Ragja Palakkadavath and
Thanh Nguyen{-}Tang and
Hung Le and
Svetha Venkatesh and
Sunil Gupta},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Domain Generalization with Interpolation Robustness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1039--1054},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/palakkadavath24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PalakkadavathNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PanYCW23,
author = {Qiao Pan and
Bin Yang and
Dehua Chen and
Mei Wang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Enhancing Model Generalization of Cervical Fluid-Based Cell Detection
through Causal Feature Extraction: {A} Novel Method},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1055--1070},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/pan24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PanYCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PengK23,
author = {Dingjie Peng and
Wataru Kameyama},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Simple and Efficient Vision Backbone Adapter for Image Semantic Segmentation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1071--1086},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/peng24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PengK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PitasA23,
author = {Konstantinos Pitas and
Julyan Arbel},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {The Fine Print on Tempered Posteriors},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1087--1102},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/pitas24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PitasA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PourshahrokhiLK23,
author = {Narges Pourshahrokhi and
Yunpeng Li and
Samaneh Kouchaki and
Payam M. Barnaghi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1103--1118},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/pourshahrokhi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PourshahrokhiLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QinLXDLY23,
author = {Shuo Qin and
Feng Lin and
Lingxiao Xu and
Bowen Deng and
Siwen Li and
Fancheng Yang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Multi-behavior Session-based Recommendation via Graph Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1119--1134},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/qin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/QinLXDLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Rad23,
author = {Ryan Rad},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Remote Wildfire Detection using Multispectral Satellite Imagery and
Vision Transformers},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1135--1150},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/rad24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Rad23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/RothL23,
author = {Andreas Roth and
Thomas Liebig},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Distilling Influences to Mitigate Prediction Churn in Graph Neural
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1151--1166},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/roth24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/RothL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SaberPMT23,
author = {Hassan Saber and
Fabien Pesquerel and
Odalric{-}Ambrym Maillard and
Mohammad Sadegh Talebi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Logarithmic regret in communicating MDPs: Leveraging known dynamics
with bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1167--1182},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/saber24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SaberPMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ScafartoCTF23,
author = {Gregory Scafarto and
Madalina Ciortan and
Simon Tihon and
Quentin Ferre},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Augment to Interpret: Unsupervised and Inherently Interpretable Graph
Embeddings},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1183--1198},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/scafarto24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ScafartoCTF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShiSHGG23,
author = {Dai Shi and
Zhiqi Shao and
Andi Han and
Yi Guo and
Junbin Gao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A New Perspective On the Expressive Equivalence Between Graph Convolution
and Attention Models},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1199--1214},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/shi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShiSHGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShinKLLY23,
author = {Chaehun Shin and
Heeseung Kim and
Che Hyun Lee and
Sang{-}gil Lee and
Sungroh Yoon},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Edit-A-Video: Single Video Editing with Object-Aware Consistency},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1215--1230},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/shin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShinKLLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SinghKA23,
author = {Inderjeet Singh and
Kazuya Kakizaki and
Toshinori Araki},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Advancing Deep Metric Learning With Adversarial Robustness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1231--1246},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/singh24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SinghKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SreekarVMP23,
author = {P. Aditya Sreekar and
Sahil Verma and
Varun Madhavan and
Abhishek Persad},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Unveiling the Power of Self-Attention for Shipping Cost Prediction:
The Rate Card Transformer},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1263--1275},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/sreekar24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SreekarVMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunK23,
author = {Yuyang Sun and
Panagiotis Kosmas},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Meta-forests: Domain generalization on random forests with meta-learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1292--1307},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/sun24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SunK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunLHS23,
author = {Jiangfeng Sun and
Xinyue Lin and
Fangyu Hao and
Meina Song},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Hybrid Convolution Method for Graph Classification Using Hierarchical
Topology Feature},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1308--1320},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/sun24c.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SunLHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TakhanovTPBKA23,
author = {Rustem Takhanov and
Maxat Tezekbayev and
Artur Pak and
Arman Bolatov and
Zhibek Kadyrsizova and
Zhenisbek Assylbekov},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Intractability of Learning the Discrete Logarithm with Gradient-Based
Methods},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1321--1336},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/takhanov24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TakhanovTPBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TanCWW23,
author = {Ming Tan and
Liang Chen and
Xuan Wu and
Yi Wu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Single Image Super-resolution Based On Non-subsampled Shearlet Transform},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1337--1352},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/tan24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TanCWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TangTWSL23,
author = {Pengwei Tang and
Huayi Tang and
Wenhan Wang and
Hanjing Su and
Yong Liu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Decouple then Combine: {A} Simple and Effective Framework for Fraud
Transaction Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1353--1368},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/tang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TangTWSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TruongNNNC23,
author = {Van Binh Truong and
Truong Thanh Hung Nguyen and
Vo Thanh Khang Nguyen and
Quoc Khanh Nguyen and
Quoc Hung Cao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Towards Better Explanations for Object Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1385--1400},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/truong24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TruongNNNC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangHXYZQ023,
author = {Yuxin Wang and
Xiannian Hu and
Jiaqing Xie and
Zhangyue Yin and
Yunhua Zhou and
Xipeng Qiu and
Xuanjing Huang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Graph Structure Learning via Lottery Hypothesis at Scale},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1401--1416},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yuxin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangHXYZQ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangL023,
author = {Qingya Wang and
Feng Liu and
Bin Luo},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Partially Observable Monte Carlo Planning Algorithm Based on Path
Modification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1449--1462},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/wang24c.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangSW23,
author = {Baowei Wang and
Ziwei Song and
Yufeng Wu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Robust Blind Watermarking Framework for Hybrid Networks Combining
{CNN} and Transformer},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1417--1432},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/wang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZZM23,
author = {Mengxue Wang and
Yue Zhang and
Xiaodong Zhang and
Run Min},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Simple and General Binarization Method for Image Restoration Neural
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1433--1448},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/wang24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WeilbachGKF23,
author = {Juliane Weilbach and
Sebastian Gerwinn and
Melih Kandemir and
Martin Fr{\"{a}}nzle},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Estimation of Counterfactual Interventions under Uncertainties},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1463--1478},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/weilbach24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WeilbachGKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuWCS23,
author = {Dongming Wu and
Lulu Wen and
Chao Chen and
Zhaoshu Shi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment
Analysis},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1479--1493},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/wu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuWCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuZ23,
author = {Guoqiang Wu and
Jun Zhu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning?},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1494--1509},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/wu24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X23,
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Preface},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {i--ii},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yanikoglu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Yamaguchi23,
author = {Shin'ya Yamaguchi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Generative Semi-supervised Learning with Meta-Optimized Synthetic
Samples},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1510--1525},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yamaguchi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Yamaguchi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangTY023,
author = {Jiaming Yang and
Chenwei Tang and
Caiyang Yu and
Jiancheng Lv},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{GWQ:} Group-Wise Quantization Framework for Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1526--1541},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YangTY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YaoSLLYP23,
author = {Muwu Yao and
Shuang She and
Jinrong Li and
Jianmin Lin and
Ming Yang and
Hongxing Peng},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For
Stroke Classification in Online Handwritten Documents},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1542--1557},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yao24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YaoSLLYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YaoWCZ23,
author = {Yunpeng Yao and
Man Wu and
Zheng Chen and
Renyuan Zhang},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Training a General Spiking Neural Network with Improved Efficiency
and Minimum Latency},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1558--1573},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yao24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YaoWCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YazdaniKS23,
author = {Mina Yazdani and
Hamed Karimi and
Reza Samavi},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {{DENL:} Diverse Ensemble and Noisy Logits for Improved Robustness
of Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1574--1589},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yazdani24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YazdaniKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuD0Z23,
author = {Zikang Yu and
Hongbin Dong and
Tianyu Guo and
Bingxu Zhao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm
with Multi-Population Adaptive Generation Strategy for Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1590--1605},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/yu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YuD0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Zhai23,
author = {Zhonghua Zhai},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Cell Variational Information Bottleneck Network},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1606--1621},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhai24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Zhai23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangED23,
author = {Zhenkai Zhang and
Krista A. Ehinger and
Tom Drummond},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Improving Denoising Diffusion Models via Simultaneous Estimation of
Image and Noise},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1638--1653},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhang24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangED23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangL23,
author = {Acong Zhang and
Ping Li},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Unleashing the Power of High-pass Filtering in Continuous Graph Neural
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1683--1698},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhang24e.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangLLWCCZGZZ23,
author = {Guoxing Zhang and
Qiuping Li and
Yiming Liu and
Zhanpeng Wang and
Yuanqi Chen and
Wenrui Cai and
Weiye Zhang and
Bingting Guo and
Zhi Zeng and
Jiasong Zhu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Deep Traffic Benchmark: Aerial Perception and Driven Behavior Dataset},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1670--1682},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhang24d.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangLLWCCZGZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangM23,
author = {Chunhui Zhang and
Rui Miao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Graph Contrastive Learning with Group Whitening},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1622--1637},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangTWCDW23,
author = {Jiahan Zhang and
Dayong Tian and
Tianyang Wu and
Yiqin Cao and
Yaoqi Du and
Yiwen Wei},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Self-supervised Example Difficulty Balancing for Local Descriptor
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1654--1669},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhang24c.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangTWCDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoDMG23,
author = {Yiren Zhao and
Oluwatomisin Dada and
Robert D. Mullins and
Xitong Gao},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Revisiting Structured Dropout},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1699--1714},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhao24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoDMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Zheng0ZYLOC23,
author = {Yuxi Zheng and
Yongjun Zhang and
Chenran Zhao and
Huanhuan Yang and
Tongyue Li and
Qianying Ouyang and
Ying Chen},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Faster Target Encirclement with Utilization of Obstacles via Multi-Agent
Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1731--1746},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zheng24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Zheng0ZYLOC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhengCQZM023,
author = {Limin Zheng and
Hongyu Chen and
Lu Qing and
Jian Zhuang and
Bo Meng and
Xiaowei Xu},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical
Planning of Hypertrophic Obstructive Cardiomyopathy},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1715--1730},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zheng24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhengCQZM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouMB23,
author = {Han Zhou and
Xingchen Ma and
Matthew B. Blaschko},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {A Corrected Expected Improvement Acquisition Function Under Noisy
Observations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1747--1762},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhou24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuangZ23,
author = {Zonghuang Zhuang and
Yue Zhou},
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {FasterVoxelPose+: Fast and Accurate Voxel-based 3D Human Pose Estimation
by Depth-wise Projection Decay},
booktitle = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
pages = {1763--1778},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v222/zhuang24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhuangZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2023,
editor = {Berrin Yanikoglu and
Wray L. Buntine},
title = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
2023, Istanbul, Turkey},
series = {Proceedings of Machine Learning Research},
volume = {222},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v222/},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0002CKRT22,
author = {Ahmed Frikha and
Haokun Chen and
Denis Krompa{\ss} and
Thomas A. Runkler and
Volker Tresp},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Towards Data-Free Domain Generalization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {327--342},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/frikha23a.html},
timestamp = {Tue, 07 May 2024 20:11:56 +0200},
biburl = {https://dblp.org/rec/conf/acml/0002CKRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0008LH22,
author = {Bin Xiao and
Chien{-}Liang Liu and
Wen{-}Hoar Hsaio},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Semantic Cross Attention for Few-shot Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1165--1180},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xiao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0008LH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0033E22,
author = {Wei Zhao and
Steffen Eger},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Constrained Density Matching and Modeling for Cross-lingual Alignment
of Contextualized Representations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1245--1260},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0033E22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0049LSH22,
author = {Wei Li and
Weiyan Liu and
Shitong Shao and
Shiyi Huang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{AIIR-MIX:} Multi-Agent Reinforcement Learning Meets Attention Individual
Intrinsic Reward Mixing Network},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {579--594},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0049LSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AchenchabeBA022,
author = {Youssef Achenchabe and
Alexis Bondu and
Antoine Cornu{\'{e}}jols and
Vincent Lemaire},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {When to Classify Events in Open Times Series?},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1--16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/achenchabe23a.html},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AchenchabeBA022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Alami22,
author = {R{\'{e}}da Alami},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian Change-Point Detection for Bandit Feedback in Non-stationary
Environments},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {17--31},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/alami23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Alami22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AnirudhT22,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Out of Distribution Detection via Neural Network Anchoring},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {32--47},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/anirudh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AnirudhT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaiH022,
author = {Yunwei Bai and
Zhenfeng He and
Junfeng Hu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Episodic Difficulty of Few-shot Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {48--63},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/bai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaiH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BhosaleD22,
author = {Rimmon Bhosale and
Mrinal Das},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning with Domain Knowledge to Develop Justifiable Convolutional
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {64--79},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/bhosale23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BhosaleD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BogetGK22,
author = {Yoann Boget and
Magda Gregorova and
Alexandros Kalousis},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Graph annotation generative adversarial networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/boget23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BogetGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Buet-GolfouseP22,
author = {Francois Buet{-}Golfouse and
Parth Pahwa},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Multi-Objective Reinforcement Learning with Dynamic Preferences},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {96--111},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/buet-golfouse23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Buet-GolfouseP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Buet-GolfouseU22,
author = {Francois Buet{-}Golfouse and
Islam Utyagulov},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Fairness Trade-Offs and Partial Debiasing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {112--136},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/buet-golfouse23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Buet-GolfouseU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CaoZC22,
author = {Yuheng Cao and
Mengjie Zhou and
Jie Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Scene Text Detection via Learnable Scene Transformations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {137--152},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/cao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CaoZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChangHYZB22,
author = {Zhenghao Chang and
Ruhan He and
Yongsheng Yu and
Zili Zhang and
Geli Bai},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A two-stream convolution architecture for {ESC} based on audio feature
distanglement},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {153--168},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChangHYZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChaudhuriJM22,
author = {Arghya Roy Chaudhuri and
Pratik Jawanpuria and
Bamdev Mishra},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {169--184},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chaudhuri23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChaudhuriJM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenKZL22,
author = {Xiangyi Chen and
Belhal Karimi and
Weijie Zhao and
Ping Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Convergence of Decentralized Adaptive Gradient Methods},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {217--232},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23b.html},
timestamp = {Thu, 20 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenKZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenWDJLC22,
author = {Weijun Chen and
Yanze Wang and
Chengshuo Du and
Zhenglong Jia and
Feng Liu and
Ran Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Balanced Spatial-Temporal Graph Structure Learning for Multivariate
Time Series Forecasting: {A} Trade-off between Efficiency and Flexibility},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {185--200},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenWDJLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenX022,
author = {You{-}Lin Chen and
Zhiqiang Xu and
Ping Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Noisy Riemannian Gradient Descent for Eigenvalue Computation with
Application to Inexact Stochastic Recursive Gradient Algorithm},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {201--216},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChengHDQYY22,
author = {Jian Cheng and
Yang{-}Feng Hu and
Yu Dai and
Xue Qiao and
Li Yao and
Jun{-}Yan Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Nighttime Semantic Segmentation with Unsupervised Learning and Cross
Attention},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/cheng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChengHDQYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Chowdhury022,
author = {Sayak Ray Chowdhury and
Rafael Oliveira},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Value Function Approximations via Kernel Embeddings for No-Regret
Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {249--264},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chowdhury23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Chowdhury022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaiBL22,
author = {Zongyu Dai and
Zhiqi Bu and
Qi Long},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multiple Imputation with Neural Network Gaussian Process for High-dimensional
Incomplete Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {265--279},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/dai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaiBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengYY22,
author = {Shaochang Deng and
Mengxiao Yin and
Feng Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling
and Self-distillation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {296--310},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/deng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengZ22,
author = {Zhijie Deng and
Jun Zhu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian
Fine-tuning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {280--295},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/deng23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DupeYAT22,
author = {Fran{\c{c}}ois{-}Xavier Dup{\'{e}} and
Rohit Yadav and
Guillaume Auzias and
Sylvain Takerkart},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Kernelized multi-graph matching},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {311--326},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/dupe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DupeYAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiBC22,
author = {Amirmasoud Ghiassi and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi Label Loss Correction against Missing and Corrupted Labels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {359--374},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ghiassi23b.html},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GhiassiBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiPBC22,
author = {Amirmasoud Ghiassi and
Cosmin Octavian Pene and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Trusted Loss Correction for Noisy Multi-Label Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {343--358},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ghiassi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GhiassiPBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Gkolemis0D22,
author = {Vasilis Gkolemis and
Theodore Dalamagas and
Christos Diou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{DALE:} Differential Accumulated Local Effects for efficient and accurate
global explanations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {375--390},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gkolemis23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Gkolemis0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GongLZLY22,
author = {Peizhu Gong and
Jin Liu and
Xiliang Zhang and
Xingye Li and
Zijun Yu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Circulant-interactive Transformer with Dimension-aware Fusion for
Multimodal Sentiment Analysis},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {391--406},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gong23a.html},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GongLZLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GulatiVMK22,
author = {Kshitij Gulati and
Gaurav Verma and
Mukesh K. Mohania and
Ashish Kundu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {BeautifAI - Personalised Occasion-based Makeup Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {407--419},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gulati23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GulatiVMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HachiyaNIMUF22,
author = {Hirotaka Hachiya and
Kotaro Nagayoshi and
Asako Iwaki and
Takahiro Maeda and
Naonori Ueda and
Hiroyuki Fujiwara},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Position-dependent partial convolutions for supervised spatial interpolation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {420--435},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hachiya23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HachiyaNIMUF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HanSHY22,
author = {Zhongyi Han and
Wan Su and
Rundong He and
Yilong Yin},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{SNAIL:} Semi-Separated Uncertainty Adversarial Learning for Universal
Domain Adaptation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {436--451},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/han23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HanSHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HarutaKK22,
author = {Shuichiro Haruta and
Tatsuya Konishi and
Mori Kurokawa},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Novel Graph Aggregation Method Based on Feature Distribution Around
Each Ego-node for Heterophily},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {452--466},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/haruta23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HarutaKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuWTL22,
author = {Chengyin Hu and
Yilong Wang and
Kalibinuer Tiliwalidi and
Wen Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Adversarial Laser Spot: Robust and Covert Physical-World Attack to
DNNs},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {483--498},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuWTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuZPK22,
author = {Diyi Hu and
Chi Zhang and
Viktor K. Prasanna and
Bhaskar Krishnamachari},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning Practical Communication Strategies in Cooperative Multi-Agent
Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {467--482},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hu23a.html},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuZPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangL22,
author = {Jisui Huang and
Na Lei},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {3D Manifold Topology Based Medical Image Data Augmentation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {499--514},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/huang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JinWWLHW22,
author = {Rongrong Jin and
Xiao Wang and
Guangge Wang and
Yang Lu and
Hai{-}Miao Hu and
Hanzi Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Embedding Adaptation Network with Transformer for Few-Shot Action
Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {515--530},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/jin23a.html},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JinWWLHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Kumar22,
author = {Pankaj Kumar},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Deep Reinforcement Learning for High-Frequency Market Making},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {531--546},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/kumar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Kumar22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiCW22,
author = {Zhiwei Li and
Weiling Cai and
Cairun Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance
Normalization and Semi-cycle Consistency},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {595--610},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhiwei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiL22,
author = {Rui Li and
Xiao Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Probabilistic Adaptive Spatial-Temporal Regularized Correlation Filters
for {UAV} Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {547--562},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLCLZ22,
author = {Xinyu Li and
Yilin Li and
Qing Cui and
Longfei Li and
Jun Zhou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Direct Learning for Causal Data Fusion},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {611--626},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23c.html},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiLCLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiWCL22,
author = {Dongxu Li and
Shaochen Wang and
Kang Chen and
Bin Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Contrastive Inductive Bias Controlling Networks for Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {563--578},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiWCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiaoHG22,
author = {Chonghua Liao and
Jiafan He and
Quanquan Gu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Locally Differentially Private Reinforcement Learning for Linear Mixture
Markov Decision Processes},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {627--642},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/liao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiaoHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWB022,
author = {Bo Liu and
Ranglei Wu and
Xiuli Bi and
Bin Xiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {FF-Net: An End-to-end Feature-Fusion Network for Double {JPEG} Detection
and Localization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {643--657},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/liu23a.html},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuWB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuLZCWZSL22,
author = {Qingning Lu and
Wenzhong Li and
Chuanze Zhu and
Yizhou Chen and
Yinke Wang and
Zhijie Zhang and
Linshan Shen and
Sanglu Lu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-Scale Anomaly Detection for Time Series with Attention-based
Recurrent Autoencoders},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {674--689},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/qingning23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuLZCWZSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuZWD022,
author = {Changjie Lu and
Shen Zheng and
Zirui Wang and
Omar Dib and
Gaurav Gupta},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {658--673},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/changjie23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuZWD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaL0C22,
author = {Zichen Ma and
Yu Lu and
Wenye Li and
Shuguang Cui},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asynchronous Personalized Federated Learning with Irregular Clients},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {706--721},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ma23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaL0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaL0LXL22,
author = {Siyu Ma and
Yuting Liu and
Dan Zeng and
Yaxin Liao and
Xiaoyu Xu and
Shuiwang Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning Disentangled Representation in Pruning for Real-Time {UAV}
Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {690--705},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaL0LXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaheshwaraM22,
author = {Samartha S. Maheshwara and
Naresh Manwani},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {RoLNiP: Robust Learning Using Noisy Pairwise Comparisons},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {706--721},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/maheshwara23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaheshwaraM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MahonL22,
author = {Louis Mahon and
Thomas Lukasiewicz},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Efficient Deep Clustering of Human Activities and How to Improve Evaluation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {722--737},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/mahon23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MahonL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MohammedALSBS22,
author = {Owais Khan Mohammed and
Kriti Aggarwal and
Qiang Liu and
Saksham Singhal and
Johan Bjorck and
Subhojit Som},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bootstrapping a high quality multilingual multimodal dataset for Bletchley},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {738--753},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/mohammed23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MohammedALSBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MuradCAP22,
author = {Taslim Murad and
Prakash Chourasia and
Sarwan Ali and
Murray Patterson},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {754--769},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/taslim23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MuradCAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Nakamura0S22,
author = {Shintaro Nakamura and
Han Bao and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust computation of optimal transport by {\(\beta\)}-potential regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {770--785},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nakamura23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Nakamura0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NaymanANZ22,
author = {Niv Nayman and
Yonathan Aflalo and
Asaf Noy and
Lihi Zelnik{-}Manor},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{BINAS:} Bilinear Interpretable Neural Architecture Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {786--801},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nayman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NaymanANZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenNT22,
author = {Tuan{-}Anh Nguyen and
Kim Thang Nguyen and
Denis Trystram},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular
Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {802--815},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nguyen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Obermair0PFAW22,
author = {Christoph Obermair and
Alexander Fuchs and
Franz Pernkopf and
Lukas Felsberger and
Andrea Apollonio and
Daniel Wollmann},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Example or Prototype? Learning Concept-Based Explanations in Time-Series},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {816--831},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/obermair23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Obermair0PFAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PandeyVR22,
author = {Lakshmi Narayan Pandey and
Rahul Vashisht and
Harish G. Ramaswamy},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Interpretability of Attention Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {832--847},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/pandey23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PandeyVR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PoteGHK22,
author = {Tejas Pote and
Muhammad Athar Ganaie and
Atif Hassan and
Swanand R. Khare},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Dynamic Forward and Backward Sparse Training {(DFBST):} Accelerated
Deep Learning through Completely Sparse Training Schedule},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {848--863},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/pote23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PoteGHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QiuC022,
author = {Lin Qiu and
Vernon M. Chinchilli and
Lin Lin},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Interpretable Representation Learning from Temporal Multi-view Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {864--879},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/qiu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/QiuC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SchwabeGA22,
author = {Tim Schwabe and
Tobias Glasmachers and
Maribel Acosta},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{AFRNN:} Stable {RNN} with Top Down Feedback and Antisymmetry},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {880--894},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/schwabe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SchwabeGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShenZPZW22,
author = {Qi Shen and
Shixuan Zhu and
Yitong Pang and
Yiming Zhang and
Zhihua Wei},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Temporal aware Multi-Interest Graph Neural Network for Session-based
Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/shen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShenZPZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SinghSK22,
author = {Vishwa Mohan Singh and
Vibhor Saran and
Pooja Kadambi},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Autonomous Myocardial Infarction Detection from Electrocardiogram
with a Multi Label Classification Approach},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {911--926},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/singh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SinghSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Su0022,
author = {Jinyan Su and
Jinhui Xu and
Di Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On {PAC} Learning Halfspaces in Non-interactive Local Privacy Model
with Public Unlabeled Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {927--941},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/su23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Su0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunCO22,
author = {Yuwei Sun and
Ng S. T. Chong and
Hideya Ochiai},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Feature Distribution Matching for Federated Domain Generalization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {942--957},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/sun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SunCO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SundarayW22,
author = {Priyabrata Sundaray and
Yang Weng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way
Physics Flow for Monitoring Systems with Unobservability},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {958--973},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/sundaray23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SundarayW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TanW22,
author = {Chenmien Tan and
Paul Weng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {CVaR-Regret Bounds for Multi-armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {974--989},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/tan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TanW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TangLZS22,
author = {Yuting Tang and
Nan Lu and
Tianyi Zhang and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-class Classification from Multiple Unlabeled Datasets with Partial
Risk Regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {990--1005},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/tang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TangLZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ThopalliTT22,
author = {Kowshik Thopalli and
Pavan K. Turaga and
Jayaraman J. Thiagarajan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Domain Alignment Meets Fully Test-Time Adaptation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1006--1021},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/thopalli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ThopalliTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TianWQPL22,
author = {Yuhang Tian and
Rui Wang and
Yanqi Qiao and
Emmanouil Panaousis and
Kaitai Liang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {FLVoogd: Robust And Privacy Preserving Federated Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1022--1037},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yuhang23a.html},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TianWQPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TrivediH22,
author = {Prashant Trivedi and
Nandyala Hemachandra},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Noise Robust Core-stable Coalitions of Hedonic Games},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1038--1053},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/trivedi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TrivediH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VerineNCR22,
author = {Alexandre Verine and
Benjamin N{\'{e}}grevergne and
Yann Chevaleyre and
Fabrice Rossi},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the expressivity of bi-Lipschitz normalizing flows},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1054--1069},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/verine23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/VerineNCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangYWL22,
author = {Haoyu Wang and
Xinrui Yang and
Yuhang Wang and
Xuguang Lan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Constrained Contrastive Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1070--1084},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangYWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZHWWS22,
author = {Yidong Wang and
Bowen Zhang and
Wenxin Hou and
Zhen Wu and
Jindong Wang and
Takahiro Shinozaki},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Margin Calibration for Long-Tailed Visual Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1101--1116},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23b.html},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZHWWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZZ22,
author = {Yaxuan Wang and
Zhixin Zeng and
Qijun Zhao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Evaluating the perceived safety of urban city via maximum entropy
deep inverse reinforcement learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1085--1100},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WimalawarneS22,
author = {Kishan Wimalawarne and
Taiji Suzuki},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1117--1132},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wimalawarne23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WimalawarneS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuSWQ022,
author = {Jianhan Wu and
Shijing Si and
Jianzong Wang and
Xiaoyang Qu and
Jing Xiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Pose Guided Human Image Synthesis with Partially Decoupled {GAN}},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1133--1148},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wu23a.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuSWQ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiaoZ0WZ22,
author = {Peng Xiao and
Biao Zhang and
Samuel Cheng and
Ke Wei and
Shuqin Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Probabilistic Fusion of Neural Networks that Incorporates Global Information},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1149--1164},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xiao23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XiaoZ0WZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XuSFQM22,
author = {Chenyang Xu and
Jianfei Shen and
Feiyi Fan and
Tian Qiu and
Zhihong Mao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {An Enhanced Human Activity Recognition Algorithm with Positional Attention},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1181--1196},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XuSFQM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XueSHXP22,
author = {Xuetong Xue and
Jiaying Shi and
Xinxue He and
Shenghui Xu and
Zhaoming Pan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary
Encoding},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1197--1212},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xue23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XueSHXP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YiL22,
author = {Mingxuan Yi and
Song Liu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Sliced Wasserstein variational inference},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1213--1228},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuanG22,
author = {Man{-}Jie Yuan and
Wei Gao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning with Interactive Models over Decision-Dependent Distributions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1229--1244},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yuan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YuanG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhengHZJ22,
author = {Jian Zheng and
Wenran Han and
Ying Zhang and
Shufan Ji},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{EENAS:} An Efficient Evolutionary Algorithm for Neural Architecture
Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1261--1276},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/jian23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhengHZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouHLLZL22,
author = {Hengyi Zhou and
Hongyi He and
Wanchen Liu and
Yuhai Li and
Haonan Zhang and
Longjun Liu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Novel Differentiable Mixed-Precision Quantization Search Framework
for Alleviating the Matthew Effect and Improving Robustness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1277--1292},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouHLLZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouWZLYW22,
author = {Wei Zhou and
Hao Wang and
Yiling Zhang and
Cheng Long and
Yan Yang and
Dongjie Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-scale Progressive Gated Transformer for Physiological Signal
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1293--1308},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhou23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouWZLYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2022,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v189/},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0001HL21,
author = {Yi{-}Shan Wu and
Yi{-}Te Hong and
Chi{-}Jen Lu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Lifelong Learning with Branching Experts},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1161--1175},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wu21c.html},
timestamp = {Tue, 07 May 2024 20:11:56 +0200},
biburl = {https://dblp.org/rec/conf/acml/0001HL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0001KBC21,
author = {Zilong Zhao and
Aditya Kunar and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{CTAB-GAN:} Effective Table Data Synthesizing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {97--112},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhao21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0001KBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AbdullahRPGGBST21,
author = {Hadi Abdullah and
Muhammad Sajidur Rahman and
Christian Peeters and
Cassidy Gibson and
Washington Garcia and
Vincent Bindschaedler and
Thomas Shrimpton and
Patrick Traynor},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Beyond L\({}_{\mbox{p}}\) Clipping: Equalization based Psychoacoustic
Attacks against ASRs},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {672--688},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/abdullah21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AbdullahRPGGBST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AchddouCG21,
author = {Juliette Achddou and
Olivier Capp{\'{e}} and
Aur{\'{e}}lien Garivier},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Fast Rate Learning in Stochastic First Price Bidding},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1754--1769},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/achddou21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AchddouCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AtsagueFT21,
author = {Modeste Atsague and
Olukorede Fakorede and
Jin Tian},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Mutual Information Regularization for Adversarial Training},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {188--203},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/atsague21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AtsagueFT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BravermanFLSZ21,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang and
Adiel Statman and
Samson Zhou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Efficient Coreset Constructions via Sensitivity Sampling},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {948--963},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/braverman21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BravermanFLSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenLXZM21,
author = {Tianyu Chen and
Zhixin Li and
Tiantao Xian and
Canlong Zhang and
Huifang Ma},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Relation Also Need Attention: Integrating Relation Information Into
Image Captioning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1537--1552},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chen21d.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenLXZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenSLDY21,
author = {Houru Chen and
Caijuan Shi and
Wei Li and
Changyu Duan and
jinwei Yan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-scale Salient Instance Segmentation based on Encoder-Decoder},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1445--1460},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chen21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenSLDY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenWS21,
author = {Weihuang Chen and
Fangfang Wang and
Hongbin Sun},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction
in Autonomous Driving},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {454--469},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chen21a.html},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenZY21,
author = {Yutao Chen and
Yu Zhang and
Fei Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learn to Predict Vertical Track Irregularity with Extremely Imbalanced
Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1493--1504},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chen21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChristoffersenC21,
author = {Benjamin Christoffersen and
Mark Clements and
Keith Humphreys and
Hedvig Kjellstr{\"{o}}m},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asymptotically Exact and Fast Gaussian Copula Models for Imputation
of Mixed Data Types},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {870--885},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/christoffersen21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChristoffersenC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Costilla-Enriquez21,
author = {Napoleon Costilla{-}Enriquez and
Yang Weng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Exposing Cyber-Physical System Weaknesses by Implicitly Learning their
Underlying Models},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1333--1348},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/costilla-enriquez21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Costilla-Enriquez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DefazioG21,
author = {Aaron Defazio and
Robert M. Gower},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {The Power of Factorial Powers: New Parameter settings for (Stochastic)
Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {49--64},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/defazio21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DefazioG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DemirMHN21,
author = {Caglar Demir and
Diego Moussallem and
Stefan Heindorf and
Axel{-}Cyrille Ngonga Ngomo},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Convolutional Hypercomplex Embeddings for Link Prediction},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {656--671},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/demir21a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DemirMHN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengS21,
author = {Didan Deng and
Bertram Emil Shi},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Ensembling With a Fixed Parameter Budget: When Does It Help and Why?},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1176--1191},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/deng21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DengS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FrancY21,
author = {Vojtech Franc and
Andrii Yermakov},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning Maximum Margin Markov Networks from examples with missing
labels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1691--1706},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/franc21a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FrancY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Futami21,
author = {Futoshi Futami},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Scalable gradient matching based on state space Gaussian Processes},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {769--784},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/futami21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Futami21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FutamiIUY21,
author = {Futoshi Futami and
Tomoharu Iwata and
Naonori Ueda and
Ikko Yamane},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Skew-symmetrically perturbed gradient flow for convex optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {721--736},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/futami21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FutamiIUY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GaujacFB21,
author = {Benoit Gaujac and
Ilya Feige and
David Barber},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Improving Gaussian mixture latent variable model convergence with
Optimal Transport},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {737--752},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/gaujac21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GaujacFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GetzelmanB21,
author = {Grant Getzelman and
Prasanna Balaprakash},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning to Switch Optimizers for Quadratic Programming},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1553--1568},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/getzelman21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GetzelmanB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GodazGHMK021,
author = {Reza Godaz and
Benyamin Ghojogh and
Reshad Hosseini and
Reza Monsefi and
Fakhri Karray and
Mark Crowley},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Vector Transport Free Riemannian {LBFGS} for Optimization on Symmetric
Positive Definite Matrix Manifolds},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1--16},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/godaz21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GodazGHMK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuanMZT21,
author = {Hongjiao Guan and
Bin Ma and
Yingtao Zhang and
Xianglong Tang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {ExNN-SMOTE: Extended Natural Neighbors Based {SMOTE} to Deal with
Imbalanced Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {902--917},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/guan21a.html},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuanMZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HachiyaMMU21,
author = {Hirotaka Hachiya and
Yusuke Masumoto and
Yuki Mori and
Naonori Ueda},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Encoder-decoder-based image transformation approach for integrating
precipitation forecasts},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {174--188},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/hachiya21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HachiyaMMU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HanLKH21,
author = {Hojae Han and
Youngwon Lee and
Minsoo Kim and
Seung{-}won Hwang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bridging Code-Text Representation Gap using Explanation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1033--1048},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/han21a.html},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HanLKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HiraokaITOOT21,
author = {Takuya Hiraoka and
Takahisa Imagawa and
Voot Tangkaratt and
Takayuki Osa and
Takashi Onishi and
Yoshimasa Tsuruoka},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Meta-Model-Based Meta-Policy Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {129--144},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/hiraoka21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HiraokaITOOT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HiroseYS21,
author = {Yoichi Hirose and
Nozomu Yoshinari and
Shinichi Shirakawa},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {NAS-HPO-Bench-II: {A} Benchmark Dataset on Joint Optimization of Convolutional
Neural Network Architecture and Training Hyperparameters},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1349--1364},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/hirose21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HiroseYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HongH21,
author = {Sujun Hong and
Hirotaka Hachiya},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-stream based marked point process},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1269--1284},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/hong21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HongH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Hu21,
author = {He Hu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Feature Convolutional Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {830--839},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/hu21a.html},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Hu21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangMPP21,
author = {Tianjin Huang and
Vlado Menkovski and
Yulong Pei and
Mykola Pechenizkiy},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {calibrated adversarial training},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {626--641},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/huang21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuangMPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ImakuraYS21,
author = {Akira Imakura and
Xiucai Ye and
Tetsuya Sakurai},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Collaborative Novelty Detection for Distributed Data by a Probabilistic
Method},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {932--947},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/imakura21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ImakuraYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KallidromitisGK21,
author = {Konstantinos Kallidromitis and
Denis A. Gudovskiy and
Kazuki Kozuka and
Ohama Iku and
Luca Rigazio},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Contrastive Neural Processes for Self-Supervised Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {594--609},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/kallidromitis21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KallidromitisGK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KangKPPYC21,
author = {Keegan Kang and
Sergey Kushnarev and
Wong Wei Pin and
Rameshwar Pratap and
Haikal Yeo and
Yijia Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Improving Hashing Algorithms for Similarity Search {\textbackslash}textitvia
{MLE} and the Control Variates Trick},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {814--829},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/kang21a.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KangKPPYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KimCC21,
author = {Beomsoo Kim and
Jang{-}Ho Choi and
Jaegul Choo},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Augmenting Imbalanced Time-series Data via Adversarial Perturbation
in Latent Space},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1633--1644},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/kim21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KimCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KitamuraZM21,
author = {Toshinori Kitamura and
Lingwei Zhu and
Takamitsu Matsubara},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Geometric Value Iteration: Dynamic Error-Aware {KL} Regularization
for Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {918--931},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/kitamura21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KitamuraZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KnippenbergHM21,
author = {Marijn van Knippenberg and
Mike Holenderski and
Vlado Menkovski},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with
Deep Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1317--1332},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/knippenberg21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KnippenbergHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KrylovNS21,
author = {Ilya Krylov and
Sergei Nosov and
Vladislav Sovrasov},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Open Images {V5} Text Annotation and Yet Another Mask Text Spotter},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {379--389},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/krylov21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KrylovNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LavastidaLMW21,
author = {Thomas Lavastida and
Kefu Lu and
Benjamin Moseley and
Yuyan Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Scaling Average-Linkage via Sparse Cluster Embeddings},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1429--1444},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lavastida21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LavastidaLMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Li0CXC21,
author = {Bowen Li and
Kai Huang and
Siang Chen and
Dongliang Xiong and
Luc Claesen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{DPOQ:} Dynamic Precision Onion Quantization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {502--517},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/li21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Li0CXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Li0WKPB21,
author = {Haoran Li and
Aditya Krishnan and
Jingfeng Wu and
Soheil Kolouri and
Praveen K. Pilly and
Vladimir Braverman},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Lifelong Learning with Sketched Structural Regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {985--1000},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/li21b.html},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Li0WKPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LienenNEH21,
author = {Julian Lienen and
Nils Nommensen and
Ralph Ewerth and
Eyke H{\"{u}}llermeier},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Regression for Monocular Depth Estimation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1001--1016},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lienen21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LienenNEH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LinJZY21,
author = {Fangquan Lin and
Wei Jiang and
Jihai Zhang and
Cheng Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Dynamic Popularity-Aware Contrastive Learning for Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {964--968},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lin21b.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LinJZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LinZ21,
author = {Baihan Lin and
Xinxin Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1660--1674},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lin21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LinZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LinZRHZ21,
author = {Guang Lin and
Li Zhu and
Bin Ren and
Yiteng Hu and
Jianhai Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {705--720},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lin21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LinZRHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuJHT21,
author = {Yaxiong Liu and
Xuanke Jiang and
Kohei Hatano and
Eiji Takimoto},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Expert advice problem with noisy low rank loss},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1097--1112},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21d.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuJHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuL21,
author = {Yongshuai Liu and
Xin Liu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{CTS2:} Time Series Smoothing with Constrained Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {363--378},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21b.html},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuL21a,
author = {Congjie Liu and
Xiaoguang Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-factor Memory Attentive Model for Knowledge Tracing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {856--869},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuL21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuMHT21,
author = {Yaxiong Liu and
Ken{-}ichiro Moridomi and
Kohei Hatano and
Eiji Takimoto},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {An online semi-definite programming with a generalised log-determinant
regularizer and its applications},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1113--1128},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21e.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuMHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWCZZH21,
author = {Wenpeng Liu and
Li Wang and
Jie Chen and
Yu Zhou and
Ruirui Zheng and
Jianjun He},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Partial Label Metric Learning Algorithm for Class Imbalanced Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1413--1428},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21f.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuWCZZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWZ21,
author = {Kai Liu and
Lulu Wang and
Yi Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {145--157},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/liu21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuPNNJ21,
author = {Chien Lu and
Jaakko Peltonen and
Timo Nummenmaa and
Jyrki Nummenmaa and
Kalervo J{\"{a}}arvelin},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Cross-structural Factor-topic Model: Document Analysis with Sophisticated
Covariates},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1129--1144},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/lu21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LuPNNJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaL0YC21,
author = {Zichen Ma and
Yu Lu and
Wenye Li and
Jinfeng Yi and
Shuguang Cui},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous
Clients},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1253--1268},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/ma21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MaL0YC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MallastoHK21,
author = {Anton Mallasto and
Markus Heinonen and
Samuel Kaski},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian Inference for Optimal Transport with Stochastic Cost},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1601--1616},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/mallasto21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MallastoHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MatsuokaO21,
author = {Tatsuya Matsuoka and
Naoto Ohsaka},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Maximization of Monotone k-Submodular Functions with Bounded Curvature
and Non-k-Submodular Functions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1707--1722},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/matsuoka21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MatsuokaO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MatsuokaOY21,
author = {Tatsuya Matsuoka and
Naoto Ohsaka and
Akihiro Yabe},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Convex Combination of Determinantal Point Processes},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {158--173},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/matsuoka21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MatsuokaOY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MehraH21,
author = {Akshay Mehra and
Jihun Hamm},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Penalty Method for Inversion-Free Deep Bilevel Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {347--362},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/mehra21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MehraH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MokhtarBCD21,
author = {Sarah Mokhtar and
Matthew Beveridge and
Yumeng Melody Cao and
Iddo Drori},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Pedestrian Wind Factor Estimation in Complex Urban Environments},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {486--501},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/mokhtar21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MokhtarBCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NakanoFKYU21,
author = {Masahiro Nakano and
Yasuhiro Fujiwara and
Akisato Kimura and
Takeshi Yamada and
Naonori Ueda},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian nonparametric model for arbitrary cubic partitioning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1585--1600},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/nakano21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NakanoFKYU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NeekharaHDKM21,
author = {Paarth Neekhara and
Shehzeen Hussain and
Shlomo Dubnov and
Farinaz Koushanfar and
Julian J. McAuley},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Expressive Neural Voice Cloning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {252--267},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/neekhara21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NeekharaHDKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenNP21,
author = {Dai Quoc Nguyen and
Tu Dinh Nguyen and
Dinh Q. Phung},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Quaternion Graph Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {236--251},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/nguyen21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NguyenNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Nikolaj0FD21,
author = {Goodger Nikolaj and
Peter Vamplew and
Cameron Foale and
Richard Dazeley},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Language Representations for Generalization in Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {390--405},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/nikolaj21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Nikolaj0FD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NybergKK21,
author = {Otto Nyberg and
Tomasz Kusmierczyk and
Arto Klami},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Uplift Modeling with High Class Imbalance},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {315--330},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/nyberg21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NybergKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ONeillSG21,
author = {James O'Neill and
Greg Ver Steeg and
Aram Galstyan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Layer-Wise Neural Network Compression via Layer Fusion},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1381--1396},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/o-neill21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ONeillSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ParambathAMMZ21,
author = {Shameem A. Puthiya Parambath and
Christos Anagnostopoulos and
Roderick Murray{-}Smith and
Sean MacAvaney and
Evangelos Zervas},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {564--579},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/puthiya-parambath21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ParambathAMMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PengZ21,
author = {Bo Peng and
Wenjie Zhu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Deep Structural Contrastive Subspace Clustering},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1145--1160},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/peng21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/PengZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/RavishankarMR21,
author = {Pavan Ravishankar and
Pranshu Malviya and
Balaraman Ravindran},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Causal Approach for Unfair Edge Prioritization and Discrimination
Removal},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {518--533},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/pavan-ravishankar21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/RavishankarMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SharmaKP021,
author = {Ansh Kumar Sharma and
Rahul Kukreja and
Ranjitha Prasad and
Shilpa Rao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep
Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1065--1080},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/sharma21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SharmaKP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SiuTX21,
author = {Chapman Siu and
Jason Traish and
Richard Yi Da Xu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {438--453},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/siu21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SiuTX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SkorskiTT21,
author = {Maciej Skorski and
Alessandro Temperoni and
Martin Theobald},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Revisiting Weight Initialization of Deep Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1192--1207},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/skorski21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SkorskiTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SongJFSX21,
author = {Mingyang Song and
Liping Jing and
Yi Feng and
Zhiwei Sun and
Lin Xiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Hybrid Summarization with Semantic Weighting Reward and Latent Structure
Detector},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1739--1754},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/song21a.html},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SongJFSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SoniSR21,
author = {Rajan Kumar Soni and
Karthick Seshadri and
Balaraman Ravindran},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Metric Learning for comparison of HMMs using Graph Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1365--1380},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/soni21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SoniSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SuiDLXB21,
author = {Jingyan Sui and
Shizhe Ding and
Ruizhi Liu and
Liming Xu and
Dongbo Bu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning 3-opt heuristics for traveling salesman problem via deep
reinforcement learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1301--1316},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/sui21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SuiDLXB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunCCW21,
author = {Yiming Sun and
Feng Chen and
Zhiyu Chen and
Mingjie Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Local Aggressive Adversarial Attacks on 3D Point Cloud},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {65--80},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/sun21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SunCCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TanskanenRAPNK21,
author = {Ville Tanskanen and
Chang Rajani and
Homayun Afrabandpey and
Aini Putkonen and
Aur{\'{e}}lien Nioche and
Arto Klami},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Modeling Risky Choices in Unknown Environments},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1081--1096},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/tanskanen21a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TanskanenRAPNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TaoZTZ21,
author = {Zerui Tao and
Xuyang Zhao and
Toshihisa Tanaka and
Qibin Zhao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian Latent Factor Model for Higher-order Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1285--1300},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/tao21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TaoZTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TranKPK0LD21,
author = {Sunny Tran and
Pranav Krishna and
Ishan Pakuwal and
Prabhakar Kafle and
Nikhil Singh and
Jayson Lynch and
Iddo Drori},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Solving Machine Learning Problems},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {470--485},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/tran21a.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TranKPK0LD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TsujiKISY21,
author = {Satoki Tsuji and
Hiroshi Kawaguchi and
Atsuki Inoue and
Yasufumi Sakai and
Fuyuka Yamada},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Greedy Search Algorithm for Mixed Precision in Post-Training Quantization
of Convolutional Neural Network Inspired by Submodular Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {886--901},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/satoki21a.html},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TsujiKISY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VladimirovaAG21,
author = {Mariia Vladimirova and
Julyan Arbel and
St{\'{e}}phane Girard},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian neural network unit priors and generalized Weibull-tail property},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1397--1412},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/vladimirova21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/VladimirovaAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangA21,
author = {Jun{-}Kun Wang and
Jacob D. Abernethy},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Understanding How Over-Parametrization Leads to Acceleration: {A}
case of learning a single teacher neuron},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {17--32},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wang21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangLK021,
author = {Jun{-}Kun Wang and
Xiaoyun Li and
Belhal Karimi and
Ping Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {An Optimistic Acceleration of AMSGrad for Nonconvex Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {422--437},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wang21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangLK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangXJCL21,
author = {Ying Wang and
Tingfa Xu and
Shenwang Jiang and
Junjie Chen and
Jianan Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Pyramid Correlation based Deep Hough Voting for Visual Object Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {610--625},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wang21d.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangXJCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangYWYW21,
author = {Guangge Wang and
Haihui Ye and
Xiao Wang and
Weirong Ye and
Hanzi Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Temporal Relation based Attentive Prototype Network for Few-shot Action
Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {406--421},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wang21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangYWYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Wei21,
author = {Yumou Wei},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Sinusoidal Flow: {A} Fast Invertible Autoregressive Flow},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {299--314},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wei21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Wei21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WenW21,
author = {Guixuan Wen and
Kaigui Wu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Building Decision Tree for Imbalanced Classification via Deep Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1645--1659},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wen21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WenW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WengGF21,
author = {Shaoyuan Weng and
Jin Gou and
Zongwen Fan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {h-DBSCAN: {A} simple fast {DBSCAN} algorithm for big data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {81--96},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/weng21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WengGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuCLJZW21,
author = {Hao Wu and
Tianyi Chen and
Xianzhe Luo and
Canghong Jin and
Yun Zhang and
Minghui Wu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Hybrid Estimation for Open-Ended Questions with Early-Age Students'
Block-Based Programming Answers},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {33--48},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wu21a.html},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuCLJZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuKDL21,
author = {Ocean Wu and
Yun Sing Koh and
Gillian Dobbie and
Thomas Lacombe},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Transfer Learning with Adaptive Online TrAdaBoost for Data Streams},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1017--1032},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/wu21b.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WuKDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X21,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Preface / Frontmatter},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {i--xiii},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/balasubramanian21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XieCBLLLBLLM21,
author = {Weida Xie and
Shi Chen and
Qingjia Bao and
Kewen Liu and
Zhao Li and
Xiaojun Li and
Chongxin Bai and
Piqiang Li and
Chaoyang Liu and
Otikovs Martins},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Unsupervised Cycle-Consistent Network for Removing Susceptibility
Artifacts in Single-shot {EPI}},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1723--1738},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/xie21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/XieCBLLLBLLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XuZYZ021,
author = {Xia Xu and
Hui Zhang and
Chunming Yang and
Xujian Zhao and
Bo Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Fairness constraint of Fuzzy C-means Clustering improves clustering
fairness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {113--128},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/xia21a.html},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XuZYZ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XueL0L021,
author = {Xinwei Xue and
Zexuan Li and
Long Ma and
Risheng Liu and
Xin Fan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater
Image Enhancement},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1224--1236},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/xue21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/XueL0L021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YadavG21,
author = {Sangeeta Yadav and
Sashikumaar Ganesan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {SPDE-Net: Neural Network based prediction of stabilization parameter
for {SUPG} technique},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {268--283},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yadav21a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YadavG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Yang0LSMZSHL21,
author = {Longxing Yang and
Yu Hu and
Shun Lu and
Zihao Sun and
Jilin Mei and
Yiming Zeng and
Zhiping Shi and
Yinhe Han and
Xiaowei Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{DDSAS:} Dynamic and Differentiable Space-Architecture Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {284--299},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yang21a.html},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Yang0LSMZSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangTZ21,
author = {Ruihong Yang and
Junchao Tian and
Yu Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Regularized Mutual Learning for Personalized Federated Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1521--1536},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yang21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YangTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangZL21,
author = {Haoran Yang and
Wanjing Zhang and
Wai Lam},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Two-Stage Training Framework with Feature-Label Matching Mechanism
for Learning from Label Proportions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1461--1476},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yang21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YangZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YaoYJ21,
author = {Shibo Yao and
Dantong Yu and
Xiangmin Jiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Perturbing Eigenvalues with Residual Learning in Graph Convolutional
Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1569--1584},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yao21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YaoYJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YinMLP21,
author = {Lu Yin and
Vlado Menkovski and
Shiwei Liu and
Mykola Pechenizkiy},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Hierarchical Semantic Segmentation using Psychometric Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {798--813},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/yin21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YinMLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Younesian0GBC21,
author = {Taraneh Younesian and
Zilong Zhao and
Amirmasoud Ghiassi and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {QActor: Active Learning on Noisy Labels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {548--563},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/younesian21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Younesian0GBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuDGW21,
author = {Xingyuan Yu and
Neng Du and
Ge Gao and
Fan Wen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {ASD-Conv: Monocular 3D object detection network based on Asymmetrical
Segmentation Depth-aware Convolution},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {642--655},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/xingyuan21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YuDGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZengKE021,
author = {Guohang Zeng and
Yousef Kowsar and
Sarah M. Erfani and
James Bailey},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Generating Deep Networks Explanations with Robust Attribution Alignment},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {753--768},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zeng21b.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZengKE021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZengLSLFL21,
author = {Yao Zeng and
Xusheng Liu and
Lintan Sun and
Wenzhong Li and
Yuchu Fang and
Sanglu Lu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Iterative Deep Model Compression and Acceleration in the Frequency
Domain},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {331--346},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zeng21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZengLSLFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhanCRS00L21,
author = {Yiwen Zhan and
Yuchen Chen and
Pengfei Ren and
Haifeng Sun and
Jingyu Wang and
Qi Qi and
Jianxin Liao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based
Action Representation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {534--547},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhan21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhanCRS00L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhanZHS21,
author = {Huixin Zhan and
Kun Zhang and
Chenyi Hu and
Victor S. Sheng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {K\({}^{\mbox{2}}\)-GNN: Multiple Users' Comments Integration with
Probabilistic K-Hop Knowledge Graph Neural Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1477--1492},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhan21b.html},
timestamp = {Mon, 24 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhanZHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangC0AXL21,
author = {Wanpeng Zhang and
Xiaoyan Cao and
Yao Yao and
Zhicheng An and
Xi Xiao and
Dijun Luo},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Model-based Reinforcement Learning for Autonomous Greenhouse
Control},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1208--1223},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21e.html},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangC0AXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangFH21,
author = {Gengzhi Zhang and
Liang Feng and
Yaqing Hou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {580--593},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21b.html},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangH21,
author = {Chuanyan Zhang and
Xiaoguang Hong},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Neural Graph Filtering for Context-aware Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {969--984},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chuanyan21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangKP21,
author = {Chi Zhang and
Sanmukh R. Kuppannagari and
Viktor K. Prasanna},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{BRAC+:} Improved Behavior Regularized Actor Critic for Offline Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {204--219},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21a.html},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangLZL21,
author = {Li Zhang and
Yanzeng Li and
Rouyu Zhang and
Wenjie Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Semi-Open Attribute Extraction from Chinese Functional Description
Text},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1505--1520},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21f.html},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangLZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangTHJ21,
author = {Shizhao Zhang and
Hongya Tuo and
Jian Hu and
Zhongliang Jing},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Domain Adaptive {YOLO} for One-Stage Cross-Domain Detection},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {785--797},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21c.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangTHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangZL0C21,
author = {Yixuan Zhang and
Feng Zhou and
Zhidong Li and
Yang Wang and
Fang Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bias-tolerant Fair Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {840--855},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhang21d.html},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangZL0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoH21,
author = {Chenyang Zhao and
Timothy M. Hospedales},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Domain Randomised Reinforcement Learning through Peer-to-Peer
Distillation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1237--1252},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhao21b.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoSZYYZ21,
author = {Chenran Zhao and
Dianxi Shi and
Yaowen Zhang and
Huanhuan Yang and
Shaowu Yang and
Yongjun Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation
in Multi-Agent Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1049--1064},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/chenran21a.html},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoSZYYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoYZYW21,
author = {Xiangwen Zhao and
Yi{-}Jun Yang and
Wei Zeng and
Liqun Yang and
Yao Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Slice-sampling based 3D Object Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {689--704},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/xiangwen21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoYZYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouCXM21,
author = {Honghan Zhou and
Weiling Cai and
Le Xu and
Yang Ming},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-view Latent Subspace Clustering based on both Global and Local
Structure},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1617--1632},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/honghan21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhouCXM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouLWL21,
author = {Yuanding Zhou and
Baopu Li and
Zhihui Wang and
Haojie Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Video Action Recognition with Neural Architecture Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {1675--1690},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhou21a.html},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhouLWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuKM21,
author = {Lingwei Zhu and
Toshinori Kitamura and
Takamitsu Matsubara},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Cautious Actor-Critic},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {220--235},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/zhu21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2021,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v157/},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AfsharZFK20,
author = {Reza Refaei Afshar and
Yingqian Zhang and
Murat Firat and
Uzay Kaymak},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A State Aggregation Approach for Solving Knapsack Problem with Deep
Reinforcement Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {81--96},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/refaei-afshar20a.html},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AfsharZFK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AlwatterG20,
author = {Yaser Alwatter and
Yuhong Guo},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Inverse Visual Question Answering with Multi-Level Attentions},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {449--464},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/alwatter20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AlwatterG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AroraM20,
author = {Maanik Arora and
Naresh Manwani},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Exact Passive-Aggressive Algorithms for Multiclass Classification
Using Bandit Feedbacks},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {369--384},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/arora20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AroraM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BarakatB20,
author = {Anas Barakat and
Pascal Bianchi},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step
Size for Nonconvex Optimization},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {225--240},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/barakat20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BarakatB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BelahceneSCZ20,
author = {Khaled Belahc{\`{e}}ne and
Nataliya Sokolovska and
Yann Chevaleyre and
Jean{-}Daniel Zucker},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Learning Interpretable Models using Soft Integrity Constraints},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {529--544},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/belahcene20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BelahceneSCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Chen20,
author = {Detong Chen},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A foreground detection algorithm for Time-of-Flight cameras adapted
dynamic integration time adjustment and multipath distortions},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {797--810},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/chen20d.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Chen20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenLAL20,
author = {Haofei Chen and
Ya Liu and
Japnit Kaur Ahuja and
Daren Ler},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm
Selection},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {1--16},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/chen20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenLAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenLLM20,
author = {Haoxian Chen and
Henry Lam and
Fengpei Li and
Amirhossein Meisami},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Constrained Reinforcement Learning via Policy Splitting},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {209--224},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/chen20b.html},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenLLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenT020,
author = {Chuanchang Chen and
Yubo Tao and
Hai Lin},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Learning Dynamic Context Graph Embedding},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {497--512},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/chen20c.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CostaRZA20,
author = {Paulo R. de O. da Costa and
Jason Rhuggenaath and
Yingqian Zhang and
Alp Akcay},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep
Reinforcement Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {465--480},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/costa20a.html},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/CostaRZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DakdoukFVM20,
author = {Hiba Dakdouk and
Rapha{\"{e}}l F{\'{e}}raud and
Nad{\`{e}}ge Varsier and
Patrick Maill{\'{e}}},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Collaborative Exploration in Stochastic Multi-Player Bandits},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {193--208},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/dakdouk20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DakdoukFVM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DamkeMH20,
author = {Clemens Damke and
Vitalik Melnikov and
Eyke H{\"{u}}llermeier},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A Novel Higher-order Weisfeiler-Lehman Graph Convolution},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {49--64},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/damke20a.html},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DamkeMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengZFBGW20,
author = {Xingchen Deng and
Lei Zhang and
Yixing Fan and
Long Bai and
Jiafeng Guo and
Pengfei Wang},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Bidirectional Dependency-Guided Attention for Relation Extraction},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {129--144},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/deng20a.html},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengZFBGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DeyKCB20,
author = {Sourya Dey and
Saikrishna C. Kanala and
Keith M. Chugg and
Peter A. Beerel},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep
Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {273--288},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/dey20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DeyKCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DingZ20,
author = {Yao{-}Xiang Ding and
Zhi{-}Hua Zhou},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Boosting-Based Reliable Model Reuse},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {145--160},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/ding20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/DingZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FangLZL20,
author = {Yuchu Fang and
Wenzhong Li and
Yao Zeng and
Sanglu Lu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {FIREPruning: Learning-based Filter Pruning for Convolutional Neural
Network Compression},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {385--400},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/fang20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FangLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GargM20,
author = {Bhanu Garg and
Naresh Manwani},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Robust Deep Ordinal Regression under Label Noise},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {782--796},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/garg20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GargM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HePZ020,
author = {Jia He and
Feiyang Pan and
Fuzhen Zhuang and
Qing He},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive
Flow},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {177--192},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/he20a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HePZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HongTTHT20,
author = {Yang Hong and
Xinhuai Tang and
Tiancheng Tang and
Yunlong Hu and
Jintai Tian},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Enhancing Topic Models by Incorporating Explicit and Implicit External
Knowledge},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {353--368},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/hong20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HongTTHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangPMH20,
author = {Weip{\'{e}}ng Hu{\'{a}}ng and
Guangyuan Piao and
Ra{\'{u}}l Moreno and
Neil Hurley},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Partially Observable Markov Decision Process Modelling for Assessing
Hierarchies},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {641--656},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/huang20a.html},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuangPMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JacqPGP20,
author = {Alexis Jacq and
Julien P{\'{e}}rolat and
Matthieu Geist and
Olivier Pietquin},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Foolproof Cooperative Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {401--416},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/jacq20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/JacqPGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KatsuraU20,
author = {Yasuhiro Katsura and
Masato Uchida},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Bridging Ordinary-Label Learning and Complementary-Label Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {161--176},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/katsura20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KatsuraU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LaitonjamHH20,
author = {Nishma Laitonjam and
Weip{\'{e}}ng Hu{\'{a}}ng and
Neil J. Hurley},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Scalable Inference on the Soft Affiliation Graph Model for Overlapping
Community Detection},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {673--688},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/laitonjam20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LaitonjamHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeurentM20,
author = {Edouard Leurent and
Odalric{-}Ambrym Maillard},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Monte-Carlo Graph Search: the Value of Merging Similar States},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {577--592},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/leurent20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LeurentM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Li20,
author = {Wenye Li},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Scalable Calibration of Affinity Matrices from Incomplete Observations},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {753--768},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/li20b.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Li20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiHCXJC20,
author = {Bowen Li and
Kai Huang and
Siang Chen and
Dongliang Xiong and
Haitian Jiang and
Luc Claesen},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {{DFQF:} Data Free Quantization-aware Fine-tuning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {289--304},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/li20a.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiHCXJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiYSSW20,
author = {Zhonghong Li and
Yang Yi and
Ying She and
Jialun Song and
Yukun Wu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {{AARM:} Action Attention Recalibration Module for Action Recognition},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {97--112},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zhonghong20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiYSSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiangSYQWH20,
author = {Yuan Liang and
Weinan Song and
Jiawei Yang and
Liang Qiu and
Kun Wang and
Lei He},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {113--128},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/liang20a.html},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiangSYQWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuL20,
author = {Linfeng Liu and
Liping Liu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Localizing and Amortizing: Efficient Inference for Gaussian Processes},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {823--836},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/liu20b.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuQL20,
author = {Meng Liu and
Ziwei Quan and
Yong Liu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Network Representation Learning Algorithm Based on Neighborhood Influence
Sequence},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {609--624},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/liu20a.html},
timestamp = {Tue, 22 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuTJZ20,
author = {Qidong Liu and
Feng Tian and
Weihua Ji and
Qinghua Zheng},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A New Representation Learning Method for Individual Treatment Effect
Estimation: Split Covariate Representation Network},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {811--822},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/qidong20a.html},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuTJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MadhawaM20,
author = {Kaushalya Madhawa and
Tsuyoshi Murata},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {\{M},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {561--576},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/madhawa20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MadhawaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaekawaNK20,
author = {Mitsuki Maekawa and
Atsuyoshi Nakamura and
Mineichi Kudo},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Data-Dependent Conversion to a Compact Integer-Weighted Representation
of a Weighted Voting Classifier},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {241--256},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/maekawa20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MaekawaNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MiSL20,
author = {Jia{-}Wei Mi and
Shu{-}Ting Shi and
Ming Li},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Learning Code Changes by Exploiting Bidirectional Converting Deviation},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {481--496},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/mi20a.html},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MiSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenVN020,
author = {Dung Nguyen and
Svetha Venkatesh and
Phuoc Nguyen and
Truyen Tran},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement
Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {33--48},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/nguyen20a.html},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenVN020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NiK20,
author = {Shiwen Ni and
Hung{-}Yu Kao},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {PSForest: Improving Deep Forest via Feature Pooling and Error Screening},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {769--781},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/ni20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PratapDNR20,
author = {Rameshwar Pratap and
Anup Anand Deshmukh and
Pratheeksha Nair and
Anirudh Ravi},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Scaling up Simhash},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {705--720},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/pratap20b.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/PratapDNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PratapRRK20,
author = {Rameshwar Pratap and
Karthik Revanuru and
Anirudh Ravi and
Raghav Kulkarni},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Randomness Efficient Feature Hashing for Sparse Binary Data},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {689--704},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/pratap20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/PratapRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/RenZB20,
author = {Xuena Ren and
Dongming Zhang and
Xiuguo Bao},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Semantic-Guided Shared Feature Alignment for Occluded Person Re-IDentification},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {17--32},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/ren20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/RenZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Saha20,
author = {Aadirupa Saha},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Polytime Decomposition of Generalized Submodular Base Polytopes with
Efficient Sampling},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {625--640},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/saha20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Saha20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TornedeWWMH20,
author = {Alexander Tornede and
Marcel Wever and
Stefan Werner and
Felix Mohr and
Eyke H{\"{u}}llermeier},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Run2Survive: {A} Decision-theoretic Approach to Algorithm Selection
based on Survival Analysis},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {737--752},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/tornede20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TornedeWWMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TsaiL20,
author = {Kuen{-}Han Tsai and
Hsuan{-}Tien Lin},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Learning from Label Proportions with Consistency Regularization},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {513--528},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/tsai20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TsaiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VermaHH20,
author = {Arun Verma and
Manjesh Kumar Hanawal and
Nandyala Hemachandra},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Thompson Sampling for Unsupervised Sequential Selection},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {545--560},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/verma20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/VermaHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangRE20,
author = {Jianxun Wang and
David L. Roberts and
Andinet Enquobahrie},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Inferring Continuous Treatment Doses from Historical Data via Model-Based
Entropy-Regularized Reinforcement Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {433--448},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/wang20b.html},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangRE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangRSYCYZ20,
author = {Haixin Wang and
Xingzhang Ren and
Jinan Sun and
Wei Ye and
Long Chen and
Muzhi Yu and
Shikun Zhang},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Deep Dynamic Boosted Forest},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {257--272},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/wang20a.html},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangRSYCYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZY0RW20,
author = {Zihao Wang and
Datong Zhou and
Ming Yang and
Yong Zhang and
Chenglong Rao and
Hao Wu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Robust Document Distance with Wasserstein-Fisher-Rao metric},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {721--736},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/wang20c.html},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZY0RW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuZ20,
author = {Lei Wu and
Zhanxing Zhu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Towards Understanding and Improving the Transferability of Adversarial
Examples in Deep Neural Networks},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {837--850},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/wu20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WuZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiaoLH20,
author = {Bin Xiao and
Chien{-}Liang Liu and
Wen{-}Hoar Hsaio},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Proxy Network for Few Shot Learning},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {657--672},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/xiao20a.html},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XiaoLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YamadaKMIY20,
author = {Masanori Yamada and
Heecheol Kim and
Kosuke Miyoshi and
Tomoharu Iwata and
Hiroshi Yamakawa},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Disentangled Representations for Sequence Data using Information Bottleneck
Principle},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {305--320},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/yamada20a.html},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YamadaKMIY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangL20,
author = {Yulei Yang and
Dongsheng Li},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {{NENN:} Incorporate Node and Edge Features in Graph Neural Networks},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {593--608},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/yang20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YangL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YgerCBS20,
author = {Florian Yger and
Sylvain Chevallier and
Quentin Barth{\'{e}}lemy and
Suvrit Sra},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Geodesically-convex optimization for averaging partially observed
covariance matrices},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {417--432},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/yger20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YgerCBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaLZYZW20,
author = {Hengfeng Zha and
Rui Liu and
Dongsheng Zhou and
Xin Yang and
Qiang Zhang and
Xiaopeng Wei},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Efficient Attention Calibration Network for Real-Time Semantic Segmentation},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {337--352},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zha20a.html},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaLZYZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangYLS20,
author = {Tianyi Zhang and
Ikko Yamane and
Nan Lu and
Masashi Sugiyama},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {A One-step Approach to Covariate Shift Adaptation},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {65--80},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zhang20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangYLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoXQXL20,
author = {Zhibing Zhao and
Yingce Xia and
Tao Qin and
Lirong Xia and
Tie{-}Yan Liu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Dual Learning: Theoretical Study and an Algorithmic Extension},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {321--336},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zhao20a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoXQXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2020,
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0004GLC19,
author = {Xiaoming Liu and
Zhengsheng Guo and
Bo Li and
Jun Cao},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Nuclei segmentation by using convolutional network with distance map
and contour information},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {972--986},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/liu19a.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/0004GLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AmplayoLH19,
author = {Reinald Kim Amplayo and
Seonjae Lim and
Seung{-}won Hwang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Text Length Adaptation in Sentiment Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {646--661},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/amplayo19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AmplayoLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AsadiTBM19,
author = {Mahsa Asadi and
Mohammad Sadegh Talebi and
Hippolyte Bourel and
Odalric{-}Ambrym Maillard},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Model-Based Reinforcement Learning Exploiting State-Action Equivalence},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {204--219},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/asadi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AsadiTBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BalochKHRS19,
author = {Bahram K. Baloch and
Sateesh Kumar and
Sanjay Haresh and
Abeerah Rehman and
Tahir Syed},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Focused Anchors Loss: cost-sensitive learning of discriminative features
for imbalanced classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {822--835},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/baloch19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BalochKHRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BoKZSC19,
author = {Xiaofan Bo and
Zhao Kang and
Zhitong Zhao and
Yuanzhang Su and
Wenyu Chen},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Latent Multi-view Semi-Supervised Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {348--362},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/bo19a.html},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BoKZSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BonduGLBC19,
author = {Alexis Bondu and
Dominique Gay and
Vincent Lemaire and
Marc Boull{\'{e}} and
Eole Cervenka},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {{FEARS:} a Feature and Representation Selection approach for Time
Series Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {379--394},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/bondu19a.html},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BonduGLBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenZ19,
author = {Ze{-}Sen Chen and
Min{-}Ling Zhang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multi-Label Learning with Regularization Enriched Label-Specific Features},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {411--424},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/chen19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Cherief-Abdellatif19,
author = {Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif and
Pierre Alquier and
Mohammad Emtiyaz Khan},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {A Generalization Bound for Online Variational Inference},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {662--677},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/cherief-abdellatif19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Cherief-Abdellatif19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChoiKL19,
author = {Jihun Choi and
Taeuk Kim and
Sang{-}goo Lee},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Cell-aware Stacked LSTMs for Modeling Sentences},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1172--1187},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/choi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChoiKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CuiLGG19,
author = {Jinkai Cui and
Weihong Li and
Wei Guo and
Weiguo Gong},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multi-width Activation and Multiple Receptive Field Networks for Dynamic
Scene Deblurring},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {852--867},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/cui19b.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/CuiLGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CuiYZL19,
author = {Beilei Cui and
Hong Yu and
Tiantian Zhang and
Siwen Li},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Self-Weighted Multi-View Clustering with Deep Matrix Factorization},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {567--582},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/cui19a.html},
timestamp = {Sat, 21 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/CuiYZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FengLG019,
author = {Yi Feng and
Chuanyi Li and
Jidong Ge and
Bin Luo},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Improving Statute Prediction via Mining Correlations between Statutes},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {710--725},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/feng19a.html},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FengLG019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FurushoI19,
author = {Yasutaka Furusho and
Kazushi Ikeda},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {ResNet and Batch-normalization Improve Data Separability},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {94--108},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/furusho19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FurushoI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GherbiHJK19,
author = {Elies Gherbi and
Blaise Hanczar and
Jean{-}Christophe Janodet and
Witold Klaudel},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {An Encoding Adversarial Network for Anomaly Detection},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {188--203},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/gherbi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GherbiHJK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GomtsyanMPY19,
author = {Marina Gomtsyan and
Nikita Mokrov and
Maxim Panov and
Yury Yanovich},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1126--1141},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/gomtsyan19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GomtsyanMPY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GoukPF19,
author = {Henry Gouk and
Bernhard Pfahringer and
Eibe Frank},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Stochastic Gradient Trees},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1094--1109},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/gouk19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GoukPF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Variational Inference from Ranked Samples with Features},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {599--614},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/guo19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HachiyaYHU19,
author = {Hirotaka Hachiya and
Yu Yamamoto and
Kazuro Hirahara and
Naonori Ueda},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Adaptive truncated residual regression for fine-grained regression
problems},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {868--882},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/hachiya19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HachiyaYHU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HanWHQ19,
author = {Liu Han and
Hailong Wu and
Nan Hu and
Binbin Qu},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Convolutional Neural Collaborative Filtering with Stacked Embeddings},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {726--741},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/han19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HanWHQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HaraCWWN19,
author = {Satoshi Hara and
Weichih Chen and
Takashi Washio and
Tetsuichi Wazawa and
Takeharu Nagai},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {SPoD-Net: Fast Recovery of Microscopic Images Using Learned {ISTA}},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {694--709},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/hara19a.html},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HaraCWWN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HayashiKK19,
author = {Shogo Hayashi and
Yoshinobu Kawahara and
Hisashi Kashima},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Active Change-Point Detection},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1017--1032},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/hayashi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HayashiKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuZH19,
author = {Mingqi Hu and
Deyu Zhou and
Yulan He},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Variational Conditional {GAN} for Fine-grained Controllable Image
Generation},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {109--124},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/hu19a.html},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangX19,
author = {Chenhui Huang and
Jinhua Xu},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {An Anchor-Free Oriented Text Detector with Connectionist Text Proposal
Network},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {631--645},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/huang19c.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuangX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangXO19,
author = {Wanming Huang and
Richard Yi Da Xu and
Ian J. Oppermann},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Realistic Image Generation using Region-phrase Attention},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {284--299},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/huang19a.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuangXO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangXO19a,
author = {Wanming Huang and
Richard Yi Da Xu and
Ian J. Oppermann},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Efficient Diversified Mini-Batch Selection using Variable High-layer
Features},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {300--315},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/huang19b.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HuangXO19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/IshiiTS19,
author = {Masato Ishii and
Takashi Takenouchi and
Masashi Sugiyama},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Zero-shot Domain Adaptation Based on Attribute Information},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {473--488},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/ishii19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/IshiiTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiLGJL019,
author = {Tianxi Ji and
Changqing Luo and
Yifan Guo and
Jinlong Ji and
Weixian Liao and
Pan Li},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Differentially Private Community Detection in Attributed Social Networks},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {16--31},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/ji19a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/JiLGJL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KatoH19,
author = {Tsuyoshi Kato and
Yoshihiro Hirohashi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Learning Weighted Top-{\textdollar}k{\textdollar} Support Vector Machine},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {774--789},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/kato19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KatoH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KawanoKK19,
author = {Keisuke Kawano and
Satoshi Koide and
Takuro Kutsuna},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Canonical Soft Time Warping},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {551--566},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/kawano19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KawanoKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KimC19,
author = {Youngnam Kim and
Seungjin Choi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Forward-Backward Generative Adversarial Networks for Anomaly Detection},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1142--1155},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/kim19b.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KimC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KimJLJYK19,
author = {Geon{-}hyeong Kim and
Youngsoo Jang and
Jongmin Lee and
Wonseok Jeon and
Hongseok Yang and
Kee{-}Eung Kim},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Trust Region Sequential Variational Inference},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1033--1048},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/kim19a.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KimJLJYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KohjimaMT19,
author = {Masahiro Kohjima and
Tatsushi Matsubayashi and
Hiroyuki Toda},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Exemplar Based Mixture Models with Censored Data},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {535--550},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/kohjima19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KohjimaMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KonagayoshiW19,
author = {Kenta Konagayoshi and
Kazuho Watanabe},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Minimax Online Prediction of Varying Bernoulli Process under Variational
Approximation},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {141--156},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/konagayoshi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/KonagayoshiW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeiGW19,
author = {Chongqin Lei and
Weiguo Gong and
Zixu Wang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Fusing Recalibrated Features and Depthwise Separable Convolution for
the Mangrove Bird Sound Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {924--939},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/lei19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LeiGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLLL19,
author = {Ying{-}Jian Li and
Yao Lu and
Jinxing Li and
Guangming Lu},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Separate Loss for Basic and Compound Facial Expression Recognition
in the Wild},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {897--911},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/li19b.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiLLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLWHR19,
author = {Lishan Li and
Ying Liu and
Jianping Wu and
Lin He and
Gang Ren},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multi-modal Representation Learning for Successive {POI} Recommendation},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {441--456},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/li19a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiLWHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiangLY19,
author = {Yichan Liang and
Jianheng Li and
Jian Yin},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {A New Multi-choice Reading Comprehension Dataset for Curriculum Learning},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {742--757},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/liang19a.html},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiangLY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LinZ0QY19,
author = {Zichuan Lin and
Li Zhao and
Jiang Bian and
Tao Qin and
Guangwen Yang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Unified Policy Optimization for Robust Reinforcement Learning},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {395--410},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/lin19a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LinZ0QY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuGYZW19,
author = {Cheng Liu and
Jingjing Gu and
Zujia Yan and
Fuzhen Zhuang and
Yunyun Wang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {SDC-causing Error Detection Based on Lightweight Vulnerability Prediction},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1049--1064},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/liu19c.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuGYZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWYP19,
author = {Xiaoming Liu and
Xiangkai Wei and
Aihui Yu and
Zhifang Pan},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Unpaired Data based Cross-domain Synthesis and Segmentation Using
Attention Neural Network},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {987--1000},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/liu19b.html},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuWYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LvHZXP19,
author = {Jian Lv and
Xie Han and
Jiajie Zheng and
Fengguang Xiong and
Min Pang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Surface Reconstruction based on Self-Merging Octree with Deep Learning},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {883--896},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/lv19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LvHZXP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MelnikovH19,
author = {Vitalik Melnikov and
Eyke H{\"{u}}llermeier},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem
for {OWA}},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1110--1125},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/melnikov19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MelnikovH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MollaysaKBD19,
author = {Amina Mollaysa and
Alexandros Kalousis and
Eric Bruno and
Maurits Diephuis},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Learning to Augment with Feature Side-information},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {173--187},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/mollaysa19a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MollaysaKBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NishioY19,
author = {Daichi Nishio and
Satoshi Yamane},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Random Projection in Neural Episodic Control},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1--15},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/nishio19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NishioY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/OsogamiT19,
author = {Takayuki Osogami and
Toshihiro Takahashi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Real-time tree search with pessimistic scenarios: Winning the NeurIPS
2018 Pommerman Competition},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {583--598},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/osogami19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/OsogamiT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PaikKK19,
author = {Inyoung Paik and
Taeyeong Kwak and
Injung Kim},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Capsule Networks Need an Improved Routing Algorithm},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {489--502},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/paik19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/PaikKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ParkSHC19,
author = {Wonpyo Park and
Paul Hongsuck Seo and
Bohyung Han and
Minsu Cho},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Regularizing Neural Networks via Stochastic Branch Layers},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {678--693},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/park19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ParkSHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PengKRP19,
author = {Alex Yuxuan Peng and
Yun Sing Koh and
Patricia Riddle and
Bernhard Pfahringer},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Investigating the effect of novel classes in semi-supervised learning},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {615--630},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/peng19a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/PengKRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QiuXZWYHL19,
author = {Shiyang Qiu and
Peng Xu and
Wei Zheng and
Junjie Wang and
Guo Yu and
Mingyao Hou and
Hengchang Liu},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Prediction of Crowd Flow in City Complex with Missing Data},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {758--773},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/qiu19a.html},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/QiuXZWYHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SahuH19,
author = {Puja Sahu and
Nandyala Hemachandra},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their
use for Choice of {SVM} Regularization Parameter},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {268--283},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/sahu19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SahuH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SatoYK19,
author = {Ryoma Sato and
Makoto Yamada and
Hisashi Kashima},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Learning to Sample Hard Instances for Graph Algorithms},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {503--518},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/sato19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SatoYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SchulerHW19,
author = {Merlin Sch{\"{u}}ler and
Hlynur Dav{\'{\i}}{\dh} Hlynsson and
Laurenz Wiskott},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Gradient-based Training of Slow Feature Analysis by Differentiable
Approximate Whitening},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {316--331},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/schuler19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SchulerHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SeyediGAJM19,
author = {Seyed Amjad Seyedi and
S. Siamak Ghodsi and
Fardin Akhlaghian Tab and
Mahdi Jalili and
Parham Moradi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Self-Paced Multi-Label Learning with Diversity},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {790--805},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/seyedi19a.html},
timestamp = {Thu, 06 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SeyediGAJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShinLJ19,
author = {Joonbo Shin and
Yoonhyung Lee and
Kyomin Jung},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Effective Sentence Scoring Method Using {BERT} for Speech Recognition},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1081--1093},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/shin19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ShinLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/StaermanMCd19,
author = {Guillaume Staerman and
Pavlo Mozharovskyi and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Florence d'Alch{\'{e}}{-}Buc},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Functional Isolation Forest},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {332--347},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/staerman19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/StaermanMCd19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunCMJ19,
author = {Xiukun Sun and
Miaomiao Cheng and
Chen Min and
Liping Jing},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Self-Supervised Deep Multi-View Subspace Clustering},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1001--1016},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/sun19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SunCMJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SuzukiWTNY19,
author = {Atsushi Suzuki and
Jing Wang and
Feng Tian and
Atsushi Nitanda and
Kenji Yamanishi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Hyperbolic Ordinal Embedding},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1065--1080},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/suzuki19a.html},
timestamp = {Tue, 10 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/SuzukiWTNY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Takeishi19,
author = {Naoya Takeishi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Kernel Learning for Data-Driven Spectral Analysis of Koopman Operators},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {956--971},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/takeishi19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Takeishi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TangZH19,
author = {Zhenhua Tang and
Xiaoyan Zhang and
Junhui Hou},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {An Articulated Structure-aware Network for 3D Human Pose Estimation},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {48--63},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/tang19a.html},
timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TangZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TorossianGP19,
author = {L{\'{e}}onard Torossian and
Aur{\'{e}}lien Garivier and
Victor Picheny},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {{\textdollar}{\textbackslash}mathcal\{X\}{\textdollar}-Armed Bandits:
Optimizing Quantiles, CVaR and Other Risks},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {252--267},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/torossian19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TorossianGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TuanTTLT19,
author = {Anh Phan Tuan and
Nhat Nguyen Trong and
Duong Bui Trong and
Ngo Van Linh and
Khoat Than},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {From Implicit to Explicit Feedback: {A} deep neural network for modeling
the sequential behavior of online users},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1188--1203},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/phan-tuan19a.html},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TuanTTLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/UpadhyaS19,
author = {Vidyadhar Upadhya and
P. S. Sastry},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Efficient Learning of Restricted Boltzmann Machines Using Covariance
Estimates},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {836--851},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/upadhya19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/UpadhyaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Wang0WMY19,
author = {Hao Wang and
Bing Liu and
Shuai Wang and
Nianzu Ma and
Yan Yang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Forward and Backward Knowledge Transfer for Sentiment Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {457--472},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19f.html},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Wang0WMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangLHZ19,
author = {Yunxiao Wang and
Zheng Liu and
Di Hu and
Mian Zhang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multivariate Time Series Prediction Based on Optimized Temporal Convolutional
Networks with Stacked Auto-encoders},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {157--172},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19c.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangLHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangLW19,
author = {Bolu Wang and
Dongdong Li and
Zhe Wang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multiple Empirical Kernel Learning with Discriminant Locality Preservation},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {80--93},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19b.html},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangWW19,
author = {Haixin Wang and
Lintao Wu and
Qiongzhi Wu},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {SPCDet: Enhancing Object Detection with Combined Feature Fusing},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {236--251},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19e.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangYXZ19,
author = {Chang Wang and
Chao Yan and
Xiaojia Xiang and
Han Zhou},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {A Continuous Actor-Critic Reinforcement Learning Approach to Flocking
with Fixed-Wing UAVs},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {64--79},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangYXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZ019,
author = {Yashen Wang and
Huanhuan Zhang and
Haiyong Xie},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {A Model of Text-Enhanced Knowledge Graph Representation Learning with
Collaborative Attention},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {220--235},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wang19d.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WangZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuHG19,
author = {Xing Wu and
Lifeng Huang and
Chengying Gao},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {{G-UAP:} Generic Universal Adversarial Perturbation that Fools RPN-based
Detectors},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1204--1217},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/wu19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WuHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X19,
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Asian Conference on Machine Learning: Preface},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {i--xvi},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/lee19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangLCK19,
author = {John Yang and
Gyuejeong Lee and
Simyung Chang and
Nojun Kwak},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Towards Governing Agent's Efficacy: Action-Conditional {\textdollar}{\(\beta\)}{\textdollar}-VAE
for Deep Transparent Reinforcement Learning},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {32--47},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/yang19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YangLCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangLCL19,
author = {Yao{-}Yuan Yang and
Yi{-}An Lin and
Hong{-}Min Chu and
Hsuan{-}Tien Lin},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Deep Learning with a Rethinking Structure for Multi-label Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {125--140},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/yang19b.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YangLCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangC19,
author = {Wei Zhang and
Chris Challis},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Software Component Prediction for Bug Reports},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {806--821},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhang19c.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangS19,
author = {Qingxuan Zhang and
Chongyang Shi},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {An Attentive Memory Network Integrated with Aspect Dependency for
Document-Level Multi-Aspect Sentiment Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {425--440},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhang19b.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangZX19,
author = {Wenxuan Zhang and
Dong Zhang and
Xinguang Xiang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Cascaded and Dual: Discrimination Oriented Network for Brain Tumor
Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {363--378},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhang19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoWGL19,
author = {Yi Zhao and
Huaiyu Wan and
Jianwei Gao and
Youfang Lin},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Improving Relation Classification by Entity Pair Graph},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {1156--1171},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhao19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoWGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhengBY19,
author = {Zhuobin Zheng and
Youcheng Ben and
Chun Yuan},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multi-Scale Visual Semantics Aggregation with Self-Attention for End-to-End
Image-Text Matching},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {940--955},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zheng19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhengBY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouTLWLQ19,
author = {Jiaming Zhou and
Yuqiao Tian and
Weicheng Li and
Rui Wang and
Zhongzhi Luan and
Depei Qian},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {LADet: {A} Light-weight and Adaptive Network for Multi-scale Object
Detection},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {912--923},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhou19a.html},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouTLWLQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuangDBW19,
author = {Junfei Zhuang and
Yuan Dong and
Hongliang Bai and
Gang Wang},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Multi-branch Siamese Network for High Performance Online Visual Tracking},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {519--534},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/zhuang19a.html},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuangDBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2019,
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/},
timestamp = {Mon, 18 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0007L18,
author = {Huan Li and
Zhouchen Lin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Construction of Incoherent Dictionaries via Direct Babel Function
Minimization},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {598--613},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18e.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/acml/0007L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0007YCL18,
author = {Huan Li and
Yibo Yang and
Dongmin Chen and
Zhouchen Lin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Optimization Algorithm Inspired Deep Neural Network Structure Design},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {614--629},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18f.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0007YCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AchabCG18,
author = {Mastane Achab and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Aur{\'{e}}lien Garivier},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Profitable Bandits},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {694--709},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/achab18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AchabCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AkEG18,
author = {{\c{C}}igdem Ak and
{\"{O}}nder Erg{\"{o}}n{\"{u}}l and
Mehmet G{\"{o}}nen},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Structured Gaussian Processes with Twin Multiple Kernel Learning},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {65--80},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/ak18a.html},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/AkEG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BemAGST18,
author = {Rodrigo Andrade de Bem and
Anurag Arnab and
Stuart Golodetz and
Michael Sapienza and
Philip H. S. Torr},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Deep Fully-Connected Part-Based Models for Human Pose Estimation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {327--342},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/de-bem18a.html},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BemAGST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenJYLL18,
author = {Xuhui Chen and
Jinlong Ji and
Lixing Yu and
Changqing Luo and
Pan Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {SecureNets: Secure Inference of Deep Neural Networks on an Untrusted
Cloud},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {646--661},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/chen18a.html},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenJYLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenLZH18,
author = {Ming Chen and
Yingming Li and
Zhongfei Zhang and
Siyu Huang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{TVT:} Two-View Transformer Network for Video Captioning},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {847--862},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/chen18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenLZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChinL18,
author = {Hui Han Chin and
Paul Pu Liang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {An Empirical Evaluation of Sketched {SVD} and its Application to Leverage
Score Ordering},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {799--814},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/chin18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChinL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChoAHP18,
author = {Minseok Cho and
Reinald Kim Amplayo and
Seung{-}won Hwang and
Jonghyuck Park},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Adversarial TableQA: Attention Supervision for Question Answering
on Tables},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {391--406},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/cho18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChoAHP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CuiLJS18,
author = {Zhiyan Cui and
Na Lu and
Xue Jing and
Xiahao Shi},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Fast Dynamic Convolutional Neural Networks for Visual Tracking},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {770--785},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/cui18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CuiLJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FengXSYT18,
author = {Xu Feng and
Yuyang Xie and
Mingye Song and
Wenjian Yu and
Jie Tang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Fast Randomized {PCA} for Sparse Data},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {710--725},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/feng18a.html},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FengXSYT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FuL18,
author = {Junjie Fu and
Gongshen Liu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {A Joint Selective Mechanism for Abstractive Sentence Summarization},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {756--769},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/fu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FuL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoLWYJL18,
author = {Yifan Guo and
Weixian Liao and
Qianlong Wang and
Lixing Yu and
Tianxi Ji and
Pan Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Multidimensional Time Series Anomaly Detection: {A} GRU-based Gaussian
Mixture Variational Autoencoder Approach},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {97--112},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/guo18a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuoLWYJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoZLY18,
author = {Xifeng Guo and
En Zhu and
Xinwang Liu and
Jianping Yin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Deep Embedded Clustering with Data Augmentation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {550--565},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/guo18b.html},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuoZLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HsiaCL18,
author = {Chih{-}Yang Hsia and
Wei{-}Lin Chiang and
Chih{-}Jen Lin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks
for Large-scale Linear Classification},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {312--326},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/hsia18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HsiaCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuWZWL18,
author = {Yan Hu and
Keyan Wang and
Xi Zhao and
Hui Wang and
Yunsong Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Underwater Image Restoration Based on Convolutional Neural Network},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {296--311},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/hu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuWZWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangTYQWY18,
author = {Junhong Huang and
Mingkui Tan and
Yuguang Yan and
Chunmei Qing and
Qingyao Wu and
Zhuliang Yu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Cartoon-to-Photo Facial Translation with Generative Adversarial Networks},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {566--581},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/huang18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuangTYQWY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JinCZB18,
author = {Yuan Jin and
Mark J. Carman and
Ye Zhu and
Wray L. Buntine},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Distinguishing Question Subjectivity from Difficulty for Improved
Crowdsourcing},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {192--207},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/jin18a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JinCZB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KemaevPV18,
author = {Iurii Kemaev and
Daniil Polykovskiy and
Dmitry P. Vetrov},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {422--437},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/kemaev18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KemaevPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KuzminykhPZ18,
author = {Denis Kuzminykh and
Daniil Polykovskiy and
Alexander Zhebrak},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Extracting Invariant Features From Images Using An Equivariant Autoencoder},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {438--453},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/kuzminykh18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KuzminykhPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiC18,
author = {Ping Li and
Songcan Chen},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Feature-correlation-aware Gaussian Process Latent Variable Model},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {33--48},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18a.html},
timestamp = {Thu, 12 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiKJL18,
author = {Yafang Li and
Xiangnan Kong and
Caiyan Jia and
Jianqiang Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Clustering Uncertain Graphs with Node Attributes},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {232--247},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18b.html},
timestamp = {Sun, 19 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiKJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLLLSW18,
author = {Yanzeng Li and
Tingwen Liu and
Diying Li and
Quangang Li and
Jinqiao Shi and
Yanqiu Wang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Character-based BiLSTM-CRF Incorporating {POS} and Dictionaries for
Chinese Opinion Target Extraction},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {518--533},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18d.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiLLLSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiSZ18,
author = {Hao Li and
Yanyan Shen and
Yanmin Zhu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Stock Price Prediction Using Attention-based Multi-Input {LSTM}},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {454--469},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/li18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LinL18,
author = {Chuang{-}Chieh Lin and
Chi{-}Jen Lu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Efficient Mechanisms for Peer Grading and Dueling Bandits},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {740--755},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/lin18a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LinL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuRLC18,
author = {Yicun Liu and
Jimmy S. J. Ren and
Jianbo Liu and
Xiaohao Chen},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Learning Selfie-Friendly Abstraction from Artistic Style Images},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {113--128},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/liu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuRLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuSYW0L18,
author = {Yao Liu and
Jun Sun and
Qing Yao and
Su Wang and
Kai Zheng and
Yan Liu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {A Scalable Heterogeneous Parallel {SOM} Based on {MPI/CUDA}},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {264--279},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/liu18b.html},
timestamp = {Mon, 29 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuSYW0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuT18,
author = {Bin Liu and
Grigorios Tsoumakas},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Making Classifier Chains Resilient to Class Imbalance},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {280--295},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/liu18c.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaSZCC018,
author = {Yanbo Ma and
Jiarui Sun and
Qiuhao Zhou and
Kaili Cheng and
Xuesong Chen and
Yong Zhao},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{CHS-NET:} {A} Cascaded Neural Network with Semi-Focal Loss for Mitosis
Detection},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {161--175},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/ma18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaSZCC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenDLNP18,
author = {Khanh Nguyen and
Nhan Dam and
Trung Le and
Tu Dinh Nguyen and
Dinh Q. Phung},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Clustering Induced Kernel Learning},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {129--144},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/nguyen18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenDLNP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PolykovskiySN18,
author = {Daniil Polykovskiy and
Dmitry Soloviev and
Sergey I. Nikolenko},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Concorde: Morphological Agreement in Conversational Models},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {407--421},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/polykovskiy18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PolykovskiySN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PratapDND18,
author = {Rameshwar Pratap and
Anup Anand Deshmukh and
Pratheeksha Nair and
Tarun Dutt},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {A Faster Sampling Algorithm for Spherical {\textdollar}k{\textdollar}-means},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {343--358},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/pratap18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PratapDND18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShangAZCX18,
author = {Chong Shang and
Haizhou Ai and
Zijie Zhuang and
Long Chen and
Junliang Xing},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian
Detection},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {486--501},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shang18a.html},
timestamp = {Thu, 24 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShangAZCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShangHZWL18,
author = {Junyuan Shang and
Shenda Hong and
Yuxi Zhou and
Meng Wu and
Hongyan Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Knowledge Guided Multi-instance Multi-label Learning via Neural Networks
in Medicines Prediction},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {831--846},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shang18c.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ShangHZWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShangJZCRJ18,
author = {Fanhua Shang and
Licheng Jiao and
Kaiwen Zhou and
James Cheng and
Yan Ren and
Yufei Jin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{ASVRG:} Accelerated Proximal {SVRG}},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {815--830},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shang18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShangJZCRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShenG18,
author = {Chen Shen and
Yuhong Guo},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {375--390},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shen18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShenG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShenML18,
author = {Lifeng Shen and
Qianli Ma and
Sen Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {End-to-End Time Series Imputation via Residual Short Paths},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {248--263},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shen18a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ShenML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TakahashiMU18,
author = {Ryo Takahashi and
Takashi Matsubara and
Kuniaki Uehara},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{RICAP:} Random Image Cropping and Patching Data Augmentation for
Deep CNNs},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {786--798},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/takahashi18a.html},
timestamp = {Sun, 07 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TakahashiMU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TaoTN18,
author = {Yaling Tao and
Kentaro Takagi and
Kouta Nakata},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{RDEC:} Integrating Regularization into Deep Embedded Clustering for
Imbalanced Datasets},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {49--64},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/tao18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TaoTN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/UkaiMU18,
author = {Kenya Ukai and
Takashi Matsubara and
Kuniaki Uehara},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Hypernetwork-based Implicit Posterior Estimation and Model Averaging
of {CNN}},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {176--191},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/ukai18a.html},
timestamp = {Sun, 07 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/UkaiMU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VuNLLP18,
author = {Hung Vu and
Tu Dinh Nguyen and
Trung Le and
Wei Luo and
Dinh Q. Phung},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Batch Normalized Deep Boltzmann Machines},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {359--374},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/vu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/VuNLLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangR18,
author = {Hongli Wang and
Jiangtao Ren},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization
and Sentiment Classification},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {630--645},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wang18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangSZ18,
author = {Xiaochen Wang and
Yanyan Shen and
Yanmin Zhu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {A Data Driven Approach to Predicting Rating Scores for New Restaurants},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {678--693},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wang18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangYYY18,
author = {Kaixiang Wang and
Ming Yang and
Wanqi Yang and
Yilong Yin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Deep Correlation Structure Preserved Label Space Embedding for Multi-label
Classification},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {1--16},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wang18a.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangYYY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WenZWZL18,
author = {Xin Wen and
Zheng{-}Jun Zha and
Zilei Wang and
Liansheng Zhuang and
Houqiang Li},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication
Protocols with Reinforcement Learning},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {582--597},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wen18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WenZWZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuXTZQLL18,
author = {Lijun Wu and
Yingce Xia and
Fei Tian and
Li Zhao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Adversarial Neural Machine Translation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {534--549},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wu18a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WuXTZQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X18,
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Preface},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {i--xiv},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/X18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YanWGFLH18,
author = {Yongluan Yan and
Xinggang Wang and
Xiaojie Guo and
Jiemin Fang and
Wenyu Liu and
Junzhou Huang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Deep Multi-instance Learning with Dynamic Pooling},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {662--677},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/yan18a.html},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/YanWGFLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangJLSZ18,
author = {Feidiao Yang and
Tiancheng Jin and
Tie{-}Yan Liu and
Xiaoming Sun and
Jialin Zhang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Boosting Dynamic Programming with Neural Networks for Solving NP-hard
Problems},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {726--739},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/yang18a.html},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YangJLSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuZLC18,
author = {Hong Yu and
Tiantian Zhang and
Yahong Lian and
Yu Cai},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Co-regularized Multi-view Subspace Clustering},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {17--32},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/yu18a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YuZLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZengZZG18,
author = {Shaoning Zeng and
Bob Zhang and
Yanghao Zhang and
Jianping Gou},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Collaboratively Weighting Deep and Classic Representation via {\textdollar}l{\_}2{\textdollar}
Regularization for Image Classification},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {502--517},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zeng18a.html},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZengZZG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaYWZZ18,
author = {Zhiyuan Zha and
Xin Yuan and
Bihan Wen and
Jiantao Zhou and
Ce Zhu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Joint Patch-Group Based Sparse Representation for Image Inpainting},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {145--160},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zha18a.html},
timestamp = {Sat, 04 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaYWZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangLZ18,
author = {Zeshang Zhang and
Yingming Li and
Zhongfei Zhang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Relative Attribute Learning with Deep Attentive Cross-image Representation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {879--892},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhang18d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangWLZ18,
author = {Li Zhang and
Quanhong Wang and
Haihua Lu and
Yong Zhao},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {End-to-End Learning of Multi-scale Convolutional Neural Network for
Stereo Matching},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {81--96},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhang18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangWLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangX18,
author = {Guopeng Zhang and
Jinhua Xu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Discriminative Feature Representation for Person Re-identification
by Batch-contrastive Loss},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {208--219},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhang18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangX18a,
author = {Guopeng Zhang and
Jinhua Xu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Person Re-identification by Mid-level Attribute and Part-based Identity
Learning},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {220--231},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhang18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangX18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoYPWF18,
author = {Tongtong Zhao and
Yuxiao Yan and
Jinjia Peng and
HaoHui Wei and
Xianping Fu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Refining Synthetic Images with Semantic Layouts by Adversarial Training},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {863--878},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhao18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoYPWF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouJS18,
author = {Huayi Zhou and
Fei Jiang and
Ruimin Shen},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection
and Pose Estimation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {470--485},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/zhou18a.html},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhouJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2018,
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0001DTSF17,
author = {Chao Ma and
Janardhan Rao Doppa and
Prasad Tadepalli and
Hamed Shahbazi and
Xiaoli Z. Fern},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Multi-Task Structured Prediction for Entity Analysis: Search-Based
Learning Algorithms},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {514--529},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/ma17a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0001DTSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BlanchetK17,
author = {Jose H. Blanchet and
Yang Kang},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Distributionally Robust Groupwise Regularization Estimator},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {97--112},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/blanchet17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BlanchetK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BrouardBBR17,
author = {C{\'{e}}line Brouard and
Eric Bach and
Sebastian B{\"{o}}cker and
Juho Rousu},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Magnitude-Preserving Ranking for Structured Outputs},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {407--422},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/brouard17a.html},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BrouardBBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CaiJSM17,
author = {Ermao Cai and
Da{-}Cheng Juan and
Dimitrios Stamoulis and
Diana Marculescu},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {{\textbackslash}emphNeuralPower: Predict and Deploy Energy-Efficient
Convolutional Neural Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {622--637},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/cai17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CaiJSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CaoWYWT17,
author = {Jiezhang Cao and
Qingyao Wu and
Yuguang Yan and
Li Wang and
Mingkui Tan},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {On the Flatness of Loss Surface for Two-layered ReLU Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {545--560},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/cao17a.html},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/CaoWYWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChangC17,
author = {Jia{-}Ren Chang and
Yong{-}Sheng Chen},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Deep Competitive Pathway Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {264--278},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/chang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChangC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChauhanDS17,
author = {Vinod Kumar Chauhan and
Kalpana Dahiya and
Anuj Sharma},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient
Methods to Solve Big Data Problems},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {49--64},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/chauhan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChauhanDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Chowdhury0INFD17,
author = {F. A. Rezaur Rahman Chowdhury and
Chao Ma and
Md Rakibul Islam and
Mohammad Hossein Namaki and
Mohammad Omar Faruk and
Janardhan Rao Doppa},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Select-and-Evaluate: {A} Learning Framework for Large-Scale Knowledge
Graph Search},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {129--144},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/chowdhury17a.html},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Chowdhury0INFD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Glasmachers17,
author = {Tobias Glasmachers},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Limits of End-to-End Learning},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {17--32},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/glasmachers17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Glasmachers17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GoixDBC17,
author = {Nicolas Goix and
Nicolas Drougard and
Romain Brault and
Ma{\"{e}}l Chiapino},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {One Class Splitting Criteria for Random Forests},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {343--358},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/goix17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GoixDBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GregorovaKM17,
author = {Magda Gregorov{\'{a}} and
Alexandros Kalousis and
St{\'{e}}phane Marchand{-}Maillet},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Learning Predictive Leading Indicators for Forecasting Time Series
Systems with Unknown Clusters of Forecast Tasks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {161--176},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/gregorova17a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GregorovaKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HermansSM17,
author = {Joeri R. Hermans and
Gerasimos Spanakis and
Rico M{\"{o}}ckel},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Accumulated Gradient Normalization},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {439--454},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/hermans17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HermansSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HsiaZL17,
author = {Chih{-}Yang Hsia and
Ya Zhu and
Chih{-}Jen Lin},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Study on Trust Region Update Rules in Newton Methods for Large-scale
Linear Classification},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {33--48},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/hsia17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HsiaZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiangWQQLW17,
author = {Xiaotian Jiang and
Quan Wang and
Baoyuan Qi and
Yongqin Qiu and
Peng Li and
Bin Wang},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Attentive Path Combination for Knowledge Graph Completion},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {590--605},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/jiang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiangWQQLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KangLLCX17,
author = {Cuicui Kang and
Shengcai Liao and
Zhen Li and
Zigang Cao and
Gang Xiong},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Learning Deep Semantic Embeddings for Cross-Modal Retrieval},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {471--486},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/kang17a.html},
timestamp = {Wed, 08 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KangLLCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KeH17,
author = {Yuanzhi Ke and
Masafumi Hagiwara},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Radical-level Ideograph Encoder for RNN-based Sentiment Analysis of
Chinese and Japanese},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {561--573},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/ke17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KeH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeathartFHP17,
author = {Tim Leathart and
Eibe Frank and
Geoffrey Holmes and
Bernhard Pfahringer},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Probability Calibration Trees},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {145--160},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/leathart17a.html},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LeathartFHP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LecoutreNY17,
author = {Adrian Lecoutre and
Benjamin N{\'{e}}grevergne and
Florian Yger},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Recognizing Art Style Automatically in Painting with Deep Learning},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {327--342},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/lecoutre17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LecoutreNY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiDD17,
author = {Yi Li and
Aidong Adam Ding and
Jennifer G. Dy},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {208--223},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/li17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiDD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWD17,
author = {Jie Liu and
Dong Wang and
Yue Ding},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {{PHD:} {A} Probabilistic Model of Hybrid Deep Collaborative Filtering
for Recommender Systems},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {224--239},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/liu17a.html},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LongiPK17,
author = {Krista Longi and
Teemu Pulkkinen and
Arto Klami},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi
Interference Sources},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {391--406},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/longi17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LongiPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaoLZZL17,
author = {Chaojie Mao and
Yingming Li and
Zhongfei Zhang and
Yaqing Zhang and
Xi Li},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Pyramid Person Matching Network for Person Re-identification},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {487--497},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/mao17a.html},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MaoLZZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MonizK17,
author = {Joel Ruben Antony Moniz and
David Krueger},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Nested LSTMs},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {530--544},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/moniz17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MonizK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenGR0V17,
author = {Vu Nguyen and
Sunil Gupta and
Santu Rana and
Cheng Li and
Svetha Venkatesh},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Regret for Expected Improvement over the Best-Observed Value and Stopping
Condition},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {279--294},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/nguyen17a.html},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/NguyenGR0V17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PanJ17,
author = {Hengyue Pan and
Hui Jiang},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Learning Convolutional Neural Networks using Hybrid Orthogonal Projection
and Estimation},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {1--16},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/pan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PanJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PangLXGC17,
author = {Liang Pang and
Yanyan Lan and
Jun Xu and
Jiafeng Guo and
Xueqi Cheng},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Locally Smoothed Neural Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {177--191},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/pang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PangLXGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/RemesHK17,
author = {Sami Remes and
Markus Heinonen and
Samuel Kaski},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable
Couplings},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {455--470},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/remes17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/RemesHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SangnierFd17,
author = {Maxime Sangnier and
Olivier Fercoq and
Florence d'Alch{\'{e}}{-}Buc},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Data sparse nonparametric regression with {\(\epsilon\)}-insensitive
losses},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {192--207},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/sangnier17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SangnierFd17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShiinoSNS17,
author = {Hiroaki Shiino and
Hiroaki Sasaki and
Gang Niu and
Masashi Sugiyama},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Whitening-Free Least-Squares Non-Gaussian Component Analysis},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {375--390},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/shiino17a.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShiinoSNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TakahashiMU17,
author = {Ryo Takahashi and
Takashi Matsubara and
Kuniaki Uehara},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Scale-Invariant Recognition by Weight-Shared CNNs in Parallel},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {295--310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/takahashi17a.html},
timestamp = {Sun, 07 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/TakahashiMU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TaoHZY17,
author = {Hong Tao and
Chenping Hou and
Jubo Zhu and
Dongyun Yi},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Multi-view Clustering with Adaptively Learned Graph},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {113--128},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/tao17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TaoHZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Tian17,
author = {Jin Tian},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Recovering Probability Distributions from Missing Data},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {574--589},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/tian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Tian17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/UpadhyaS17,
author = {Vidyadhar Upadhya and
P. S. Sastry},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Learning {RBM} with a {DC} programming Approach},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {498--513},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/upadhya17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/UpadhyaS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VienDC17,
author = {Ngo Anh Vien and
Viet{-}Hung Dang and
TaeChoong Chung},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Covariance Matrix Adaptation Evolution Strategy for Direct Policy
Search in Reproducing Kernel Hilbert Space},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {606--621},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/vien17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/VienDC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WalderK17,
author = {Christian J. Walder and
Dongwoo Kim},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Computer Assisted Composition with Recurrent Neural Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {359--374},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/walder17a.html},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WalderK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X17,
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Preface},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {i--xv},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/zhang17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/X17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XieS17,
author = {Zeke Xie and
Issei Sato},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {81--96},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/xie17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XieS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangZFJ17,
author = {Yang Yang and
De{-}Chuan Zhan and
Ying Fan and
Yuan Jiang},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Instance Specific Discriminative Modal Pursuit: {A} Serialized Approach},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {65--80},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/yang17a.html},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YangZFJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangDZ17,
author = {Rongrong Zhang and
Wei Deng and
Yu Michael Zhu},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Using Deep Neural Networks to Automate Large Scale Statistical Analysis
for Big Data Applications},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {311--326},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/zhang17d.html},
timestamp = {Mon, 11 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhangDZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangKTC17,
author = {Wei Zhang and
Said Kobeissi and
Scott Tomko and
Chris Challis},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Adaptive Sampling Scheme for Learning in Severely Imbalanced Large
Scale Data},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {240--247},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/zhang17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangKTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangZCQ17,
author = {Jichao Zhang and
Fan Zhong and
Gongze Cao and
Xueying Qin},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {{ST-GAN:} Unsupervised Facial Image Semantic Transformation Using
Generative Adversarial Networks},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {248--263},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/zhang17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangZCQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoDB17,
author = {He Zhao and
Lan Du and
Wray L. Buntine},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Word Embeddings Informed Focused Topic Model},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {423--438},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/zhao17a.html},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoDB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2017,
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaiXLL16,
author = {Haoli Bai and
Zenglin Xu and
Bin Liu and
Yingming Li},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Hierarchical Probabilistic Matrix Factorization with Network Topology
for Multi-relational Social Network},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {270--285},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/bai103.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaiXLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BraultHd16,
author = {Romain Brault and
Markus Heinonen and
Florence d'Alch{\'{e}}{-}Buc},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Random Fourier Features For Operator-Valued Kernels},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {110--125},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Brault39.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BraultHd16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenZSH16,
author = {Zheng Chen and
Yong Zhang and
Yue Shang and
Xiaohua Hu},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Unifying Topic, Sentiment {\&} Preference in an HDP-Based Rating
Regression Model for Online Reviews},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {222--237},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/chen33.html},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenZSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenZWZYL16,
author = {Weizheng Chen and
Xia Zhang and
Jinpeng Wang and
Yan Zhang and
Hongfei Yan and
Xiaoming Li},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Non-Linear Smoothed Transductive Network Embedding with Text Information},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {1--16},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/chen115.html},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ChenZWZYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ClemenconBP16,
author = {St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Patrice Bertail and
Guillaume Papa},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson
Risk Minimizers},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {142--157},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/clemencon64.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ClemenconBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Dasgupta16,
author = {Sayantan Dasgupta},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Fast Collaborative Filtering from Implicit Feedback with Provable
Guarantees},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {206--221},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Dasgupta79.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Dasgupta16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DurrantK16,
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Preface},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {i--xiv},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/preface.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DurrantK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FuLXYW16,
author = {Xianghua Fu and
Wangwang Liu and
Yingying Xu and
Chong Yu and
Ting Wang},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Long Short-term Memory Network over Rhetorical Structure Theory for
Sentence-level Sentiment Analysis},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {17--32},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Fu62.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FuLXYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FuWLYL16,
author = {Xianghua Fu and
Ting Wang and
Jing Li and
Chong Yu and
Wangwang Liu},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Improving Distributed Word Representation and Topic Model by Word-Topic
Mixture Model},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {190--205},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Fu60.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FuWLYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GaoG16,
author = {Yuan Gao and
Dorota Glowacka},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Deep Gate Recurrent Neural Network},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {350--365},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/gao30.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GaoG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GaoNZ16,
author = {Wei Gao and
Xin{-}Yi Niu and
Zhi{-}Hua Zhou},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Learnability of Non-I.I.D},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {158--173},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Gao09.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GaoNZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GoukPC16,
author = {Henry Gouk and
Bernhard Pfahringer and
Michael J. Cree},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Learning Distance Metrics for Multi-Label Classification},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {318--333},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Gouk8.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GoukPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HorevYS16,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Geometry-aware stationary subspace analysis},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {430--444},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Horev84.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HorevYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KoMG16,
author = {Young{-}Jun Ko and
Lucas Maystre and
Matthias Grossglauser},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Collaborative Recurrent Neural Networks for Dynamic Recommender Systems},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {366--381},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/ko101.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KoMG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KumaraswamySR16,
author = {Suresh Kirthi Kumaraswamy and
P. S. Sastry and
Kalpathi Ramakrishnan},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Bank of Weight Filters for Deep CNNs},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {334--349},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/kumaraswamy29.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KumaraswamySR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeiBDK16,
author = {Yunwen Lei and
Alexander Binder and
{\"{U}}r{\"{u}}n Dogan and
Marius Kloft},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Localized Multiple Kernel Learning - {A} Convex Approach},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {81--96},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/lei63.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeiBDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LimLHZ16,
author = {Kar Wai Lim and
Young Lee and
Leif Hanlen and
Hongbiao Zhao},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Simulation and Calibration of a Fully Bayesian Marked Multidimensional
Hawkes Process with Dissimilar Decays},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {238--253},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/lim83.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LimLHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MarronRBAAH16,
author = {Diego Marron and
Jesse Read and
Albert Bifet and
Talel Abdessalem and
Eduard Ayguad{\'{e}} and
Jos{\'{e}} R. Herrero},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Echo State Hoeffding Tree Learning},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {382--397},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Marron87.html},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/MarronRBAAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenGRLV16,
author = {Vu Nguyen and
Sunil Gupta and
Santu Rana and
Cheng Li and
Svetha Venkatesh},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {A Bayesian Nonparametric Approach for Multi-label Classification},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {254--269},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/nguyen93.html},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenGRLV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenLNNP16,
author = {Khanh Nguyen and
Trung Le and
Vu Nguyen and
Tu Dinh Nguyen and
Dinh Q. Phung},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Multiple Kernel Learning with Data Augmentation},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {49--64},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/nguyen19.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenLNNP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QiaoZSL16,
author = {Linbo Qiao and
Bofeng Zhang and
Jinshu Su and
Xicheng Lu},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Linearized Alternating Direction Method of Multipliers for Constrained
Nonconvex Regularized Optimization},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {97--109},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/qiao37.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/QiaoZSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SahooHZ16,
author = {Doyen Sahoo and
Steven C. H. Hoi and
Peilin Zhao},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Cost Sensitive Online Multiple Kernel Classification},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {65--80},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/sahoo56.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SahooHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShafieiBavaniEW16,
author = {Elaheh ShafieiBavani and
Mohammad Ebrahimi and
Raymond K. Wong and
Fang Chen},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {An Efficient Approach for Multi-Sentence Compression},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {414--429},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/ShafieiBavani24.html},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShafieiBavaniEW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SongL16,
author = {Liyan Song and
Haiping Lu},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Proper Inner Product with Mean Displacement for Gaussian Noise Invariant
{ICA}},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {398--413},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Song106.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SongL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SongL16a,
author = {Liyan Song and
Haiping Lu},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {EcoICA: Skewness-based {ICA} via Eigenvectors of Cumulant Operator},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {445--460},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/Song94.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SongL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TakadaHYST16,
author = {Toshiyuki Takada and
Hiroyuki Hanada and
Yoshiji Yamada and
Jun Sakuma and
Ichiro Takeuchi},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Secure Approximation Guarantee for Cryptographically Private Empirical
Risk Minimization},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {126--141},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/takada48.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TakadaHYST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Walder16,
author = {Christian Walder},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Modelling Symbolic Music: Beyond the Piano Roll},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {174--189},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/walder88.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Walder16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YamaneYBS16,
author = {Ikko Yamane and
Florian Yger and
Maxime Berar and
Masashi Sugiyama},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Multitask Principal Component Analysis},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {302--317},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/yamane65.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YamaneYBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangYYZZ16,
author = {Xiaoyan Yang and
Shanshan Ying and
Wenzhe Yu and
Rong Zhang and
Zhenjie Zhang},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Enhancing Topic Modeling on Short Texts with Crowdsourcing},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {33--48},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/yang54.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YangYYZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YeZSJ16,
author = {Han{-}Jia Ye and
De{-}Chuan Zhan and
Xue{-}Min Si and
Yuan Jiang},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Learning Feature Aware Metric},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {286--301},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/ye4.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YeZSJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2016,
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AntoniukFH15,
author = {Kostiantyn Antoniuk and
Vojtech Franc and
V{\'{a}}clav Hlav{\'{a}}c},
title = {Consistency of structured output learning with missing labels},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {81--95},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Antoniuk15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/AntoniukFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaoLP15,
author = {Yanan Bao and
Xin Liu and
Amit Pande},
title = {Data-Guided Approach for Learning and Improving User Experience in
Computer Networks},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {127--142},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Bao15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaoLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CheungL15,
author = {Yiu{-}ming Cheung and
Jian Lou},
title = {Proximal Average Approximated Incremental Gradient Method for Composite
Penalty Regularized Empirical Risk Minimization},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {205--220},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Cheung15.html},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CheungL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaiZ15,
author = {Wang{-}Zhou Dai and
Zhi{-}Hua Zhou},
title = {Statistical Unfolded Logic Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {349--361},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Dai15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaiZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HolmesL15,
author = {Geoffrey Holmes and
Tie{-}Yan Liu},
title = {Preface},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {7},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/preface.html},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HolmesL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HorevYS15,
author = {Inbal Horev and
Florian Yger and
Masashi Sugiyama},
title = {Geometry-Aware Principal Component Analysis for Symmetric Positive
Definite Matrices},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {1--16},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Horev15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HorevYS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuynhPV15,
author = {Viet Huynh and
Dinh Q. Phung and
Svetha Venkatesh},
title = {Streaming Variational Inference for Dirichlet Process Mixtures},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {237--252},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Huynh15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuynhPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/IrsoyA15,
author = {Ozan Irsoy and
Ethem Alpaydin},
title = {Autoencoder Trees},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {378--390},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Irsoy15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/IrsoyA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Kaban15,
author = {Ata Kab{\'{a}}n},
title = {Non-asymptotic Analysis of Compressive Fisher Discriminants in terms
of the Effective Dimension},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {17--32},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Kaban15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Kaban15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Kaban15a,
author = {Ata Kab{\'{a}}n},
title = {A New Look at Nearest Neighbours: Identifying Benign Input Geometries
via Random Projections},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {65--80},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Kaban15b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Kaban15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KoS15,
author = {Young{-}Jun Ko and
Matthias W. Seeger},
title = {Expectation Propagation for Rectified Linear Poisson Regression},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {253--268},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Ko15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KoS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KondoMH15,
author = {Yohei Kondo and
Shin{-}ichi Maeda and
Kohei Hayashi},
title = {Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage
Bias},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {49--64},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Kondo15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KondoMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KotlowskiD15,
author = {Wojciech Kotlowski and
Krzysztof Dembczynski},
title = {Surrogate regret bounds for generalized classification performance
metrics},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {301--316},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Kotlowski15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KotlowskiD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiYZK15,
author = {Bin Li and
Julia Yu and
Jie Zhang and
Bin Ke},
title = {Detecting Accounting Frauds in Publicly Traded {U.S.} Firms: {A} Machine
Learning Approach},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {173--188},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Li15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiYZK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuLTJ15,
author = {Shaowu Liu and
Gang Li and
Truyen Tran and
Yuan Jiang},
title = {Preference Relation-based Markov Random Fields for Recommender Systems},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {157--172},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Liu15.html},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiuLTJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenPS15,
author = {Tuan Duong Nguyen and
Marthinus Christoffel du Plessis and
Masashi Sugiyama},
title = {Continuous Target Shift Adaptation in Supervised Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {285--300},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Nguyen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NiuDHC15,
author = {Liqiang Niu and
Xin{-}Yu Dai and
Shujian Huang and
Jiajun Chen},
title = {A Unified Framework for Jointly Learning Distributed Representations
of Word and Attributes},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {143--156},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Niu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NiuDHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PlessisNS15,
author = {Marthinus Christoffel du Plessis and
Gang Niu and
Masashi Sugiyama},
title = {Class-prior Estimation for Learning from Positive and Unlabeled Data},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {221--236},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Christoffel15.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PlessisNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SankarB15,
author = {Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
title = {Similarity-based Contrastive Divergence Methods for Energy-based Deep
Learning Models},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {391--406},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Sankar15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SankarB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SasakiTS15,
author = {Hiroaki Sasaki and
Voot Tangkaratt and
Masashi Sugiyama},
title = {Sufficient Dimension Reduction via Direct Estimation of the Gradients
of Logarithmic Conditional Densities},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {33--48},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Sasaki15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SasakiTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShuL15,
author = {Le Shu and
Longin Jan Latecki},
title = {Integration of Single-view Graphs with Diffusion of Tensor Product
Graphs for Multi-view Spectral Clustering},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {362--377},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Shu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShuL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiaDZYQ15,
author = {Yingce Xia and
Wenkui Ding and
Xu{-}Dong Zhang and
Nenghai Yu and
Tao Qin},
title = {Budgeted Bandit Problems with Continuous Random Costs},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {317--332},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Xia15.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/XiaDZYQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuZ15,
author = {Fei Yu and
Min{-}Ling Zhang},
title = {Maximum Margin Partial Label Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {96--111},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Yu15.html},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YuZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangCZ15,
author = {Xiaowei Zhang and
Li Cheng and
Tingshao Zhu},
title = {Robust Multivariate Regression with Grossly Corrupted Observations
and Its Application to Personality Prediction},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {112--126},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhang15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhangZFX15,
author = {Huanhuan Zhang and
Jie Zhang and
Carol J. Fung and
Chang Xu},
title = {Improving Sybil Detection via Graph Pruning and Regularization Techniques},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {189--204},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhang15b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhangZFX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoCTT15,
author = {Yanpeng Zhao and
Yetian Chen and
Kewei Tu and
Jin Tian},
title = {Curriculum Learning of Bayesian Network Structures},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {269--284},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhao15a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoCTT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhaoNXYS15,
author = {Tingting Zhao and
Gang Niu and
Ning Xie and
Jucheng Yang and
Masashi Sugiyama},
title = {Regularized Policy Gradients: Direct Variance Reduction in Policy
Gradient Estimation},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {333--348},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhao15b.html},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhaoNXYS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouSSPDC15,
author = {Shuang Zhou and
Gijs Schoenmakers and
Evgueni N. Smirnov and
Ralf Peeters and
Kurt Driessens and
Siqi Chen},
title = {Largest Source Subset Selection for Instance Transfer},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {423--438},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhou15.html},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhouSSPDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuGZ15,
author = {Yue Zhu and
Wei Gao and
Zhi{-}Hua Zhou},
title = {One-Pass Multi-View Learning},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {407--422},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Zhu15.html},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2015,
title = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AlabdulmohsinGZ14,
author = {Ibrahim M. Alabdulmohsin and
Xin Gao and
Xiangliang Zhang},
editor = {Dinh Q. Phung and
Hang Li},
title = {Support vector machines with indefinite kernels},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/alabdulmohsin14.html},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AlabdulmohsinGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AntoniukFH14,
author = {Kostiantyn Antoniuk and
Vojtech Franc and
V{\'{a}}clav Hlav{\'{a}}c},
editor = {Dinh Q. Phung and
Hang Li},
title = {Interval Insensitive Loss for Ordinal Classification},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/antoniuk14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AntoniukFH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AugerLRST14,
author = {David Auger and
Jialin Liu and
Sylvie Ruette and
David Lupien St{-}Pierre and
Olivier Teytaud},
editor = {Dinh Q. Phung and
Hang Li},
title = {Sparse binary zero-sum games},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/auger14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AugerLRST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CanevetF14,
author = {Olivier Can{\'{e}}vet and
Fran{\c{c}}ois Fleuret},
editor = {Dinh Q. Phung and
Hang Li},
title = {Efficient Sample Mining for Object Detection},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/canevet14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CanevetF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CanevetLF14,
author = {Olivier Can{\'{e}}vet and
Leonidas Lefakis and
Fran{\c{c}}ois Fleuret},
editor = {Dinh Q. Phung and
Hang Li},
title = {Sample Distillation for Object Detection and Image Classification},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/canevet14b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CanevetLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChouLCL14,
author = {Ku{-}Chun Chou and
Hsuan{-}Tien Lin and
Chao{-}Kai Chiang and
Chi{-}Jen Lu},
editor = {Dinh Q. Phung and
Hang Li},
title = {Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff
Functions},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/chou14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChouLCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaswaniSH14,
author = {Mayank Daswani and
Peter Sunehag and
Marcus Hutter},
editor = {Dinh Q. Phung and
Hang Li},
title = {Reinforcement learning with value advice},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/daswani14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaswaniSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GivchiP14,
author = {Arash Givchi and
Maziar Palhang},
editor = {Dinh Q. Phung and
Hang Li},
title = {Quasi Newton Temporal Difference Learning},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/givchi14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GivchiP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KimuraTK14,
author = {Keigo Kimura and
Yuzuru Tanaka and
Mineichi Kudo},
editor = {Dinh Q. Phung and
Hang Li},
title = {A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal
Nonnegative Matrix Factorization},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/kimura14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KimuraTK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Klami14,
author = {Arto Klami},
editor = {Dinh Q. Phung and
Hang Li},
title = {Polya-gamma augmentations for factor models},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/klami14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Klami14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KoK14,
author = {Young{-}Jun Ko and
Mohammad Emtiyaz Khan},
editor = {Dinh Q. Phung and
Hang Li},
title = {Variational Gaussian Inference for Bilinear Models of Count Data},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/ko14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KoK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LimB14,
author = {Kar Wai Lim and
Wray L. Buntine},
editor = {Dinh Q. Phung and
Hang Li},
title = {Bibliographic Analysis with the Citation Network Topic Model},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/lim14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LimB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Lin14,
author = {Hsuan{-}Tien Lin},
editor = {Dinh Q. Phung and
Hang Li},
title = {Reduction from Cost-Sensitive Multiclass Classification to One-versus-One
Binary Classification},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/lin14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Lin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuTL14,
author = {Shaowu Liu and
Truyen Tran and
Gang Li},
editor = {Dinh Q. Phung and
Hang Li},
title = {Ordinal Random Fields for Recommender Systems},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/liu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuZH14,
author = {Jing Lu and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Dinh Q. Phung and
Hang Li},
title = {Online Passive Aggressive Active Learning and Its Applications},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/lu14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MoridomiHTT14,
author = {Ken{-}ichiro Moridomi and
Kohei Hatano and
Eiji Takimoto and
Koji Tsuda},
editor = {Dinh Q. Phung and
Hang Li},
title = {Online matrix prediction for sparse loss matrices},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/moridomi14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MoridomiHTT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Nakamura14,
author = {Atsuyoshi Nakamura},
editor = {Dinh Q. Phung and
Hang Li},
title = {A UCB-Like Strategy of Collaborative Filtering},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/nakamura14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Nakamura14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/OliveiraT14,
author = {Mariana Oliveira and
Lu{\'{\i}}s Torgo},
editor = {Dinh Q. Phung and
Hang Li},
title = {Ensembles for Time Series Forecasting},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/oliveira14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/OliveiraT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PhungL14,
author = {Dinh Q. Phung and
Hang Li},
editor = {Dinh Q. Phung and
Hang Li},
title = {Preface},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/preface.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PhungL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunMM14,
author = {Ke Sun and
Hisham Mohamed and
St{\'{e}}phane Marchand{-}Maillet},
editor = {Dinh Q. Phung and
Hang Li},
title = {Sparsity on Statistical Simplexes and Diversity in Social Ranking},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/sun14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SunMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TagawaTY14,
author = {Takaaki Tagawa and
Yukihiro Tadokoro and
Takehisa Yairi},
editor = {Dinh Q. Phung and
Hang Li},
title = {Structured Denoising Autoencoder for Fault Detection and Analysis},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/tagawa14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TagawaTY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TanakaTIK14,
author = {Akira Tanaka and
Ichigaku Takigawa and
Hideyuki Imai and
Mineichi Kudo},
editor = {Dinh Q. Phung and
Hang Li},
title = {Theoretical Analyses on Ensemble and Multiple Kernel Regressors},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/tanaka14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TanakaTIK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ThanD14,
author = {Khoat Than and
Tung Doan},
editor = {Dinh Q. Phung and
Hang Li},
title = {Dual online inference for latent Dirichlet allocation},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/than14.html},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ThanD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiongSP14,
author = {Hanchen Xiong and
S{\'{a}}ndor Szedm{\'{a}}k and
Justus H. Piater},
editor = {Dinh Q. Phung and
Hang Li},
title = {Towards Maximum Likelihood: Learning Undirected Graphical Models using
Persistent Sequential Monte Carlo},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/xiong14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XiongSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Zhang14,
author = {Xiao{-}Lei Zhang},
editor = {Dinh Q. Phung and
Hang Li},
title = {Nonlinear Dimensionality Reduction of Data by Deep Distributed Random
Samplings},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/zhang14.html},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/Zhang14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhuWJZ14,
author = {Yue Zhu and
Jianxin Wu and
Yuan Jiang and
Zhi{-}Hua Zhou},
editor = {Dinh Q. Phung and
Hang Li},
title = {Learning with Augmented Multi-Instance View},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/zhu14.html},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhuWJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2014,
editor = {Dinh Q. Phung and
Hang Li},
title = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Abou-MoustafaSF13,
author = {Karim T. Abou{-}Moustafa and
Dale Schuurmans and
Frank P. Ferrie},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Learning a Metric Space for Neighbourhood Topology Estimation: Application
to Manifold Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {341--356},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Moustafa13.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/Abou-MoustafaSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AudiffrenK13,
author = {Julien Audiffren and
Hachem Kadri},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Stability of Multi-Task Kernel Regression Algorithms},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {1--16},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Audiffren13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AudiffrenK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaswaniSH13,
author = {Mayank Daswani and
Peter Sunehag and
Marcus Hutter},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Q-learning for history-based reinforcement learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {213--228},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Daswani13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaswaniSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DurrantK13,
author = {Robert J. Durrant and
Ata Kab{\'{a}}n},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Random Projections as Regularizers: Learning a Linear Discriminant
Ensemble from Fewer Observations than Dimensions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {17--32},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Durrant13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DurrantK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/EyckRGMBB13,
author = {Jelle Van Eyck and
Jan Ramon and
Fabian G{\"{u}}iza Grandas and
Geert Meyfroidt and
Maurice Bruynooghe and
Greta Van den Berghe},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Guided Monte Carlo Tree Search for Planning in Learned Environments},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {33--47},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Eyck13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/EyckRGMBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FornoniCO13,
author = {Marco Fornoni and
Barbara Caputo and
Francesco Orabona},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Multiclass Latent Locally Linear Support Vector Machines},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {229--244},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Fornoni13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FornoniCO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ForouzanI13,
author = {Sholeh Forouzan and
Alexander Ihler},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Linear Approximation to {ADMM} for {MAP} inference},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {48--61},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Forouzan13.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ForouzanI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GalichetST13,
author = {Nicolas Galichet and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {245--260},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Galichet13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GalichetST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GiesekePI13,
author = {Fabian Gieseke and
Tapio Pahikkala and
Christian Igel},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {62--71},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Gieseke13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GiesekePI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GlasmachersD13,
author = {Tobias Glasmachers and
{\"{U}}r{\"{u}}n Dogan},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Accelerated Coordinate Descent with Adaptive Coordinate Frequencies},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {72--86},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Glasmachers13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GlasmachersD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiangNGMLCZ13,
author = {Xiaotian Jiang and
Zhendong Niu and
Jiamin Guo and
Ghulam Mustafa and
Zi{-}Han Lin and
Baomi Chen and
Qian Zhou},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Novel Boosting Frameworks to Improve the Performance of Collaborative
Filtering},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {87--99},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Jiang13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiangNGMLCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KadriACKDM13,
author = {Hachem Kadri and
St{\'{e}}phane Ayache and
C{\'{e}}cile Capponi and
Sokol Ko{\c{c}}o and
Fran{\c{c}}ois{-}Xavier Dup{\'{e}} and
Emilie Morvant},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {The Multi-Task Learning View of Multimodal Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {261--276},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Kadri13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KadriACKDM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KocoC13,
author = {Sokol Ko{\c{c}}o and
C{\'{e}}cile Capponi},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {On multi-class classification through the minimization of the confusion
matrix norm},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {277--292},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Koco13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KocoC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KomiyamaSN13,
author = {Junpei Komiyama and
Issei Sato and
Hiroshi Nakagawa},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Multi-armed Bandit Problem with Lock-up Periods},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {116--132},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Komiyama13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KomiyamaSN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeC13,
author = {Tam Le and
Marco Cuturi},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Generalized Aitchison Embeddings for Histograms},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {293--308},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Le13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuLS13,
author = {Risheng Liu and
Zhouchen Lin and
Zhixun Su},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Linearized Alternating Direction Method with Parallel Splitting and
Adaptive Penalty for Separable Convex Programs in Machine Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {116--132},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Liu13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LoucheR13,
author = {Ugo Louche and
Liva Ralaivola},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Unconfused Ultraconservative Multiclass Algorithms},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {309--324},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Louche13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LoucheR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuHW13,
author = {Jing Lu and
Steven C. H. Hoi and
Jialei Wang},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Second Order Online Collaborative Filtering},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {325--340},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Lu13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuHW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NeumannGK13,
author = {Marion Neumann and
Roman Garnett and
Kristian Kersting},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning
with Graphs and Few Labels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {357--372},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Neumann13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NeumannGK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenTPV13,
author = {Tu Dinh Nguyen and
Truyen Tran and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Learning Parts-based Representations with Nonnegative Restricted Boltzmann
Machine},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {133--148},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Nguyen13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenTPV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/OharaSKM13,
author = {Kouzou Ohara and
Kazumi Saito and
Masahiro Kimura and
Hiroshi Motoda},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Predictive Simulation Framework of Stochastic Diffusion Model for
Identifying Top-K Influential Nodes},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {149--164},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Ohara13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/OharaSKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PeltonenL13,
author = {Jaakko Peltonen and
Ziyuan Lin},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Information Retrieval Perspective to Meta-visualization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {165--180},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Peltonen13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PeltonenL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PremachandraR13,
author = {Mindika Premachandra and
Mark D. Reid},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Aggregating Predictions via Sequential Mini-Trading},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {373--387},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Premachandra13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PremachandraR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShenL13,
author = {Wei{-}Yuan Shen and
Hsuan{-}Tien Lin},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Active Sampling of Pairs and Points for Large-scale Linear Bipartite
Ranking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {388--403},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Shen13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShenL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SuR13,
author = {Hongyu Su and
Juho Rousu},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Multilabel Classification through Random Graph Ensembles},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {404--418},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Su13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SuR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TranDGM13,
author = {An Cong Tran and
Jens Dietrich and
Hans W. Guesgen and
Stephen Marsland},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Improving Predictive Specificity of Description Logic Learners by
Fortification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {419--434},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Tran13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TranDGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VanckG13,
author = {Thomas Vanck and
Jochen Garcke},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Using Hyperbolic Cross Approximation to measure and compensate Covariate
Shift},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {435--450},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Vanck13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/VanckG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangS13,
author = {Joseph Wang and
Venkatesh Saligrama},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Locally-Linear Learning Machines {(L3M)}},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {451--466},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Wang13a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZ13,
author = {Wei Wang and
Zhi{-}Hua Zhou},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Co-Training with Insufficient Views},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {467--482},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Wang13b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WatanabeRM13,
author = {Kazuho Watanabe and
Teemu Roos and
Petri Myllym{\"{a}}ki},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Achievability of Asymptotic Minimax Regret in Online and Batch Prediction},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {181--196},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Watanabe13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WatanabeRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WirthF13,
author = {Christian Wirth and
Johannes F{\"{u}}rnkranz},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {{EPMC:} Every Visit Preference Monte Carlo for Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {483--497},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Wirth13.html},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WirthF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuZ13,
author = {Le Wu and
Min{-}Ling Zhang},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Multi-Label Classification with Unlabeled Data: An Inductive Approach},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {197--212},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Wu13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/X13,
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Preface},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {1--17},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Ong13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/X13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2013,
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Abou-MoustafaF12,
author = {Karim T. Abou{-}Moustafa and
Frank P. Ferrie},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {A Note on Metric Properties for Some Divergence Measures: The Gaussian
Case},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {1--15},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/aboumoustafa12.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Abou-MoustafaF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AdhikariH12,
author = {Prem Raj Adhikari and
Jaakko Hollm{\'{e}}n},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multiresolution Mixture Modeling using Merging of Mixture Components},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {17--32},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/adhikari12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AdhikariH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AsbehL12,
author = {Nuaman Asbeh and
Boaz Lerner},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Learning Latent Variable Models by Pairwise Cluster Comparison},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {33--48},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/asbeh12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AsbehL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AzmandianDAK12,
author = {Fatemeh Azmandian and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Local Kernel Density Ratio-Based Feature Selection for Outlier Detection},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {49--64},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/azmandian12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AzmandianDAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Chatzis12,
author = {Sotirios P. Chatzis},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {A Coupled Indian Buffet Process Model for Collaborative Filtering},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {65--79},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/chatzis12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Chatzis12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChiangLL12,
author = {Tsung{-}Hsien Chiang and
Hung{-}Yi Lo and
Shou{-}De Lin},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {A Ranking-based {KNN} Approach for Multi-Label Classification},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {81--96},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/chiang12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiangLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DemyanovBRL12,
author = {Sergey Demyanov and
James Bailey and
Kotagiri Ramamohanarao and
Christopher Leckie},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {{AIC} and {BIC} based approaches for {SVM} parameter value estimation
with {RBF} kernels},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {97--112},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/demyanov12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DemyanovBRL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet
Distributions for Simultaneous Clustering and Localized Feature Selection},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {113--128},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/fan12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FeraudU12,
author = {Rapha{\"{e}}l F{\'{e}}raud and
Tanguy Urvoy},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {A stochastic bandit algorithm for scratch games},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {129--143},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/feraud12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FeraudU12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuG12,
author = {Suicheng Gu and
Yuhong Guo},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Max-Margin Ratio Machine},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {145--157},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/gu12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Guillame-BertC12,
author = {Mathieu Guillame{-}Bert and
James L. Crowley},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Learning Temporal Association Rules on Symbolic Time Sequences},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {159--174},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/guillame-bert12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Guillame-BertC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HaimovitchCM12,
author = {Yoav Haimovitch and
Koby Crammer and
Shie Mannor},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {More Is Better: Large Scale Partially-supervised Sentiment Classication},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {175--190},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/haimovitch12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HaimovitchCM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HoiB12,
author = {Steven C. H. Hoi and
Wray L. Buntine},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Preface},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/preface.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoiB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KawajiriSFS12,
author = {Ryoma Kawajiri and
Masamichi Shimosaka and
Rui Fukui and
Tomomasa Sato},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Frustratingly Simplified Deployment in {WLAN} Localization by Learning
from Route Annotation},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {191--204},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/kawajiri12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KawajiriSFS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Klami12,
author = {Arto Klami},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Variational Bayesian Matching},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {205--220},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/klami12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Klami12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiFL12,
author = {Chun{-}Liang Li and
Chun{-}Sung Ferng and
Hsuan{-}Tien Lin},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Active Learning with Hinted Support Vector Machine},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {221--235},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/li12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiFL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuQ12,
author = {Zhiyong Liu and
Hong Qiao},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {237--252},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/liu12a.html},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuWZ12,
author = {Guoqing Liu and
Jianxin Wu and
Zhi{-}Hua Zhou},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Key Instance Detection in Multi-Instance Learning},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {253--268},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/liu12b.html},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MadaniGR12,
author = {Omid Madani and
Manfred Georg and
David A. Ross},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {On Using Nearly-Independent Feature Families for High Precision and
Confidence},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {269--284},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/madani12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MadaniGR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaoJ12,
author = {Hua Mao and
Manfred Jaeger},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Learning and Model-Checking Networks of {I/O} Automata},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {285--300},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/mao12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaoJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NakajimaSB12,
author = {Shinichi Nakajima and
Masashi Sugiyama and
S. Derin Babacan},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Sparse Additive Matrix Factorization for Robust {PCA} and Its Generalization},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {301--316},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/nakajima12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NakajimaSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NavaroliDS12,
author = {Nicholas Navaroli and
Christopher DuBois and
Padhraic Smyth},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Statistical Models for Exploring Individual Email Communication Behavior},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {317--332},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/navaroli12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NavaroliDS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NevenDRM12,
author = {Hartmut Neven and
Vasil S. Denchev and
Geordie Rose and
William G. Macready},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {QBoost: Large Scale Classifier Training with Adiabatic Quantum Optimization},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {333--348},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/neven12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NevenDRM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PrabhakaranMBR12,
author = {Sandhya Prabhakaran and
Karin J. Metzner and
Alexander B{\"{o}}hm and
Volker Roth},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Recovering Networks from Distance Data},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {349--364},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/prabhakaran12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PrabhakaranMBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SasakiGSH12,
author = {Hiroaki Sasaki and
Michael Gutmann and
Hayaru Shouno and
Aapo Hyv{\"{a}}rinen},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Topographic Analysis of Correlated Components},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {365--378},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/sasaki12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SasakiGSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShariatP12,
author = {Shahriar Shariat and
Vladimir Pavlovic},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Improved sequence classification using adaptive segmental sequence
alignment},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {379--394},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/shariat12.html},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShariatP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ThanHNK12,
author = {Khoat Than and
Tu Bao Ho and
Duy Khuong Nguyen and
Pham Ngoc Khanh},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Supervised dimension reduction with topic models},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {395--410},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/than12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ThanHNK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TranDGM12,
author = {An C. Tran and
Jens Dietrich and
Hans W. Guesgen and
Stephen Marsland},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Two-way Parallel Class Expression Learning},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {443--458},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/tran12c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TranDGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TranPV12,
author = {Truyen Tran and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {411--426},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/tran12a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TranPV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TranPV12a,
author = {Truyen Tran and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Learning From Ordered Sets and Applications in Collaborative Ranking},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {427--442},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/tran12b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TranPV12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TrapeznikovSC12,
author = {Kirill Trapeznikov and
Venkatesh Saligrama and
David A. Casta{\~{n}}{\'{o}}n},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multi-Stage Classifier Design},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {459--474},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/trapeznikov12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TrapeznikovSC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Vovk12,
author = {Vladimir Vovk},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Conditional validity of inductive conformal predictors},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {475--490},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/vovk12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Vovk12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangS12,
author = {Weijia Wang and
Mich{\`{e}}le Sebag},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multi-objective Monte-Carlo Tree Search},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {507--522},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/wang12b.html},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangYCW12,
author = {Jiang Wang and
Junsong Yuan and
Zhuoyuan Chen and
Ying Wu},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Spatial Locality-Aware Sparse Coding and Dictionary Learning},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {491--505},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/wang12a.html},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangYCW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YangW12,
author = {Hao Yang and
Jianxin Wu},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Practical Large Scale Classification with Additive Kernels},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {523--538},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/yang12.html},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/YangW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YasutakeHTT12,
author = {Shota Yasutake and
Kohei Hatano and
Eiji Takimoto and
Masayuki Takeda},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Online Rank Aggregation},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {539--553},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/yasutake12.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YasutakeHTT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhouPMT12,
author = {Joey Tianyi Zhou and
Sinno Jialin Pan and
Qi Mao and
Ivor W. Tsang},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multi-view Positive and Unlabeled Learning},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {555--570},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/zhou12.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhouPMT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2012,
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Bailly11,
author = {Rapha{\"{e}}l Bailly},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {{QWA:} Spectral Algorithm},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {147--163},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/bailly11/bailly11.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Bailly11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BiggioNL11,
author = {Battista Biggio and
Blaine Nelson and
Pavel Laskov},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Support Vector Machines Under Adversarial Label Noise},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {97--112},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/biggio11/biggio11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiggioNL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChiH11,
author = {Mingmin Chi and
Huijun He},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Nonlinear Online Classificatand Michion Algorithm with Probability
Margin},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {33--46},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/chi11/chi11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChiH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CouetouxMBDST11,
author = {Adrien Cou{\"{e}}toux and
Mario Milone and
M{\'{a}}ty{\'{a}}s Brendel and
Hassen Doghmen and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Continuous {RAVE}},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {19--31},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/couetoux11/couetoux11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CouetouxMBDST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DingL11,
author = {Lizhong Ding and
Shizhong Liao},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Approximate Model Selection for Large Scale {LSSVM}},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {165--180},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/ding11/ding11.pdf},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DingL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DinuzzoF11,
author = {Francesco Dinuzzo and
Kenji Fukumizu},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Learning low-rank output kernels},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {181--196},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/dinuzzo11/dinuzzo11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DinuzzoF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DoppaSNODFTI11,
author = {Janardhan Rao Doppa and
Shahed Sorower and
Mohammad NasrEsfahani and
John Walker Orr and
Thomas G. Dietterich and
Xiaoli Z. Fern and
Prasad Tadepalli and
Jed Irvine},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Learning Rules from Incomplete Examples via Implicit Mention Models},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {197--212},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/doppa11/doppa11.pdf},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DoppaSNODFTI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FerngL11,
author = {Chun{-}Sung Ferng and
Hsuan{-}Tien Lin},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Multi-label Classification with Error-correcting Codes},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {281--295},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/ferng11/ferng11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FerngL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HeD11,
author = {Jing He and
Decheng Dai},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Summarization of Yes/No Questions Using a Feature Function Model},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {351--366},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/he11/he11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HeD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HsuL11,
author = {Chun{-}Nan Hsu and
Wee Sun Lee},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Preface},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/preface/preface.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HsuL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HungL11,
author = {Chen{-}Wei Hung and
Hsuan{-}Tien Lin},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Multi-label Active Learning with Auxiliary Learner},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {315--332},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/hung11/hung11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HungL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/IshihataS11,
author = {Masakazu Ishihata and
Taisuke Sato},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Bayesian inference for statistical abduction using Markov chain Monte
Carlo},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {81--96},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/ishihata11/ishihata11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IshihataS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KawakitaITHTK11,
author = {Masanori Kawakita and
Ryota Izumi and
Jun'ichi Takeuchi and
Yi Hu and
Tetsuya Takamori and
Hirokazu Kameyama},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Acceleration technique for boosting classification and its application
to face detection},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {335--349},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/kawakita11/kawakita11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KawakitaITHTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KoideSOKM11,
author = {Akihiro Koide and
Kazumi Saito and
Kouzou Ohara and
Masahiro Kimura and
Hiroshi Motoda},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Estimating Diffusion Probability Changes for AsIC-SIS Model},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {297--313},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/koide11/koide11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KoideSOKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiT11,
author = {Shukai Li and
Ivor W. Tsang},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Learning to Locate Relative Outliers},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {47--62},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/li11/li11.pdf},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NelsonBL11,
author = {Blaine Nelson and
Battista Biggio and
Pavel Laskov},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Microbagging Estimators: An Ensemble Approach to Distance-weighted
Classifiers},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {63--79},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/nelson11/nelson11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NelsonBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PintoFBE11,
author = {Jervis Pinto and
Alan Fern and
Tim Bauer and
Martin Erwig},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Improving Policy Gradient Estimates with Influence Information},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {1--18},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/pinto11/pinto11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PintoFBE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Shin11,
author = {Kilho Shin},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Mapping kernels for infinite mapping systems},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {367--382},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/shin11/shin11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Shin11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SukhbaatarMAC11,
author = {Sainbayar Sukhbaatar and
Takaki Makino and
Kazuyuki Aihara and
Takashi Chikayama},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Robust Generation of Dynamical Patterns in Human Motion by a Deep
Belief Nets},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {231--246},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/sukhbaatar11/sukhbaatar11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SukhbaatarMAC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TranPV11,
author = {Truyen Tran and
Dinh Q. Phung and
Svetha Venkatesh},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Mixed-Variate Restricted Boltzmann Machines},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {213--229},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/tran11/tran11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TranPV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangZH11,
author = {Jialei Wang and
Jinfeng Zhuang and
Steven C. H. Hoi},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Unsupervised Multiple Kernel Learning},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {129--144},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/zhuang11/zhuang11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YamadaNTS11,
author = {Makoto Yamada and
Gang Niu and
Jun Takagi and
Masashi Sugiyama},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Suffcient Component Analysis},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {247--262},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/yamada11/yamada11.pdf},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YamadaNTS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YamagishiSOKM11,
author = {Yuki Yamagishi and
Kazumi Saito and
Kouzou Ohara and
Masahiro Kimura and
Hiroshi Motoda},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Learning Attribute-weighted Voter Model over Social Networks},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {263--280},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/yamagishi11/yamagishi11.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YamagishiSOKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangH11,
author = {Kun Zhang and
Aapo Hyv{\"{a}}rinen},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {A General Linear Non-Gaussian State-Space Model},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {113--128},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/zhang11/zhang11.pdf},
timestamp = {Sun, 23 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2011,
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AbudawoodF10,
author = {Tarek Abudawood and
Peter A. Flach},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Exploiting the High Predictive Power of Multi-class Subgroups},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {177--192},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/abudawood10a.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AbudawoodF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BifetFHP10,
author = {Albert Bifet and
Eibe Frank and
Geoffrey Holmes and
Bernhard Pfahringer},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Accurate Ensembles for Data Streams: Combining Restricted Hoeffding
Trees using Stacking},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {225--240},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/bifet10a.html},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BifetFHP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DaiH10,
author = {Bo Dai and
Bao{-}Gang Hu},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Minimum Conditional Entropy Clustering: {A} Discriminative Framework
for Clustering},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {47--62},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/dai10a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DaiH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GlowackaS10,
author = {Dorota Glowacka and
John Shawe{-}Taylor},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Content-based Image Retrieval with Multinomial Relevance Feedback},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {111--125},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/glowacka10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GlowackaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HajimirsadeghiAAAM10,
author = {Hossein Hajimirsadeghi and
Majid Nili Ahmadabadi and
Mostafa Ajallooeian and
Babak Nadjar Araabi and
Hadi Moradi},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Conceptual Imitation Learning: An Application to Human-robot Interaction},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {331--346},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/hajimirsadeghi10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HajimirsadeghiAAAM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Hyvarinen10,
author = {Aapo Hyv{\"{a}}rinen},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic
Models},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {1--16},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/hyvarinen10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Hyvarinen10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/IshihataKSM10,
author = {Masakazu Ishihata and
Yoshitaka Kameya and
Taisuke Sato and
Shin{-}ichi Minato},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {An {EM} Algorithm on BDDs with Order Encoding for Logic-based Probabilistic
Models},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {161--176},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/ishihata10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IshihataKSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KaelinP10,
author = {Fabian Kaelin and
Doina Precup},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {A Study of Approximate Inference in Probabilistic Relational Models},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {315--330},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/kaelin10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KaelinP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KerstingWTB10,
author = {Kristian Kersting and
Mirwaes Wahabzada and
Christian Thurau and
Christian Bauckhage},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Hierarchical Convex {NMF} for Clustering Massive Data},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {253--268},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/kersting10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KerstingWTB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KropotovVWH10,
author = {Dmitry Kropotov and
Dmitry P. Vetrov and
Lior Wolf and
Tal Hassner},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Variational Relevance Vector Machine for Tabular Data},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {79--94},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/kropotov10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KropotovVWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiWH10,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Mining Recurring Concept Drifts with Limited Labeled Streaming Data},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {241--252},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/li10a.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LiWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiangZS10,
author = {Chunquan Liang and
Yang Zhang and
Qun Song},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Decision Tree for Dynamic and Uncertain Data Streams},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {209--224},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/liang10a.html},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiangZS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaillardMLG10,
author = {Odalric{-}Ambrym Maillard and
R{\'{e}}mi Munos and
Alessandro Lazaric and
Mohammad Ghavamzadeh},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Finite-sample Analysis of Bellman Residual Minimization},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {299--314},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/maillard10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaillardMLG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ManwaniS10,
author = {Naresh Manwani and
P. S. Sastry},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Learning Polyhedral Classifiers Using Logistic Function},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {17--30},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/manwani10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ManwaniS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MatsubaraMM10,
author = {Takamitsu Matsubara and
Tetsuro Morimura and
Jun Morimoto},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Adaptive Step-size Policy Gradients with Average Reward Metric},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {285--298},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/matsubara10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MatsubaraMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MommaHN10,
author = {Michinari Momma and
Kohei Hatano and
Hiroki Nakayama},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Ellipsoidal Support Vector Machines},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {31--46},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/momma10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MommaHN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NingK10,
author = {Xia Ning and
George Karypis},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Multi-task Learning for Recommender System},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {269--284},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/ning10a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NingK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ParkC10,
author = {Sunho Park and
Seungjin Choi},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Hierarchical Gaussian Process Regression},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {95--110},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/park10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParkC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SaitoKOM10,
author = {Kazumi Saito and
Masahiro Kimura and
Kouzou Ohara and
Hiroshi Motoda},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Generative Models of Information Diffusion with Asynchronous Timedelay},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {193--208},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/saito10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SaitoKOM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SugiyamaY10,
author = {Masashi Sugiyama and
Qiang Yang},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Preface},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {i--xiv},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/sugiyama10a/sugiyama10a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SugiyamaY10a,
author = {Mahito Sugiyama and
Akihiro Yamamoto},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {The Coding Divergence for Measuring the Complexity of Separating Two
Sets},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {127--143},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/sugiyama10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaY10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TabeiUST10,
author = {Yasuo Tabei and
Takeaki Uno and
Masashi Sugiyama and
Koji Tsuda},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Single versus Multiple Sorting in All Pairs Similarity Search},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {145--160},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/tabei10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TabeiUST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/XiaoS10,
author = {Han Xiao and
Thomas Stibor},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {63--78},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/xiao10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XiaoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2010,
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BifetHPG09,
author = {Albert Bifet and
Geoffrey Holmes and
Bernhard Pfahringer and
Ricard Gavald{\`{a}}},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Improving Adaptive Bagging Methods for Evolving Data Streams},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {23--37},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_4},
doi = {10.1007/978-3-642-05224-8\_4},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BifetHPG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Bouckaert09,
author = {Remco R. Bouckaert},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {A Hierarchical Face Recognition Algorithm},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {38--50},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_5},
doi = {10.1007/978-3-642-05224-8\_5},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Bouckaert09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BroeckDR09,
author = {Guy Van den Broeck and
Kurt Driessens and
Jan Ramon},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Monte-Carlo Tree Search in Poker Using Expected Reward Distributions},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {367--381},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_28},
doi = {10.1007/978-3-642-05224-8\_28},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BroeckDR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Buntine09,
author = {Wray L. Buntine},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Estimating Likelihoods for Topic Models},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {51--64},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_6},
doi = {10.1007/978-3-642-05224-8\_6},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Buntine09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Dietterich09,
author = {Thomas G. Dietterich},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Machine Learning and Ecosystem Informatics: Challenges and Opportunities},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {1--5},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_1},
doi = {10.1007/978-3-642-05224-8\_1},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Dietterich09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FrankB09,
author = {Eibe Frank and
Remco R. Bouckaert},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Conditional Density Estimation with Class Probability Estimators},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {65--81},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_7},
doi = {10.1007/978-3-642-05224-8\_7},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/FrankB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/FujimakiMMAN09,
author = {Ryohei Fujimaki and
Satoshi Morinaga and
Michinari Momma and
Kenji Aoki and
Takayuki Nakata},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Linear Time Model Selection for Mixture of Heterogeneous Components},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {82--97},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_8},
doi = {10.1007/978-3-642-05224-8\_8},
timestamp = {Mon, 26 Mar 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/FujimakiMMAN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Guo09,
author = {Yuhong Guo},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Max-margin Multiple-Instance Learning via Semidefinite Programming},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {98--108},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_9},
doi = {10.1007/978-3-642-05224-8\_9},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Guo09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoS09,
author = {Yuhong Guo and
Dale Schuurmans},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {A Reformulation of Support Vector Machines for General Confidence
Functions},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {109--119},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_10},
doi = {10.1007/978-3-642-05224-8\_10},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GuoS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HeHY09,
author = {Ran He and
Bao{-}Gang Hu and
Xiaotong Yuan},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Robust Discriminant Analysis Based on Nonparametric Maximum Entropy},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {120--134},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_11},
doi = {10.1007/978-3-642-05224-8\_11},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HeHY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuCL09,
author = {Qinghua Hu and
Xunjian Che and
Jinfu Liu},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Feature Selection via Maximizing Neighborhood Soft Margin},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {150--161},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_13},
doi = {10.1007/978-3-642-05224-8\_13},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuSSYC09,
author = {Derek Hao Hu and
Dou Shen and
Jian{-}Tao Sun and
Qiang Yang and
Zheng Chen},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Context-Aware Online Commercial Intention Detection},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {135--149},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_12},
doi = {10.1007/978-3-642-05224-8\_12},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuSSYC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiaL09,
author = {Lei Jia and
Shizhong Liao},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Accurate Probabilistic Error Bound for Eigenvalues of Kernel Matrix},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {162--175},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_14},
doi = {10.1007/978-3-642-05224-8\_14},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiaL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JiangZS09,
author = {Qixia Jiang and
Yan Zhang and
Maosong Sun},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Community Detection on Weighted Networks: {A} Variational Bayesian
Method},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {176--190},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_15},
doi = {10.1007/978-3-642-05224-8\_15},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JiangZS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/KurokawaYS09,
author = {Mori Kurokawa and
Hiroyuki Yokoyama and
Akito Sakurai},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Averaged Naive Bayes Trees: {A} New Extension of {AODE}},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {191--205},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_16},
doi = {10.1007/978-3-642-05224-8\_16},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/KurokawaYS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LeenHK09,
author = {Gayle Leen and
David R. Hardoon and
Samuel Kaski},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Automatic Choice of Control Measurements},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {206--219},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_17},
doi = {10.1007/978-3-642-05224-8\_17},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LeenHK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiCL09,
author = {Xin Li and
William K. Cheung and
Jiming Liu},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {On Compressibility and Acceleration of Orthogonal {NMF} for {POMDP}
Compression},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {248--262},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_20},
doi = {10.1007/978-3-642-05224-8\_20},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiCSC09,
author = {Bo Li and
Hong Chang and
Shiguang Shan and
Xilin Chen},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Coupled Metric Learning for Face Recognition with Degraded Images},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {220--233},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_18},
doi = {10.1007/978-3-642-05224-8\_18},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/LiCSC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiH09,
author = {Yan Li and
Edward Hung},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Building a Decision Cluster Forest Model to Classify High Dimensional
Data with Multi-classes},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {263--277},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_21},
doi = {10.1007/978-3-642-05224-8\_21},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiMWX09,
author = {Qiujie Li and
Yaobin Mao and
Zhiquan Wang and
Wenbo Xiang},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Cost-Sensitive Boosting: Fitting an Additive Asymmetric Logistic Regression
Model},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {234--247},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_19},
doi = {10.1007/978-3-642-05224-8\_19},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiMWX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MuandetMN09,
author = {Krikamol Muandet and
Sanparith Marukatat and
Cholwich Nattee},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Query Selection via Weighted Entropy in Graph-Based Semi-supervised
Classification},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {278--292},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_22},
doi = {10.1007/978-3-642-05224-8\_22},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MuandetMN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PathakN09,
author = {Manas A. Pathak and
Eric Nyberg},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Learning Algorithms for Domain Adaptation},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {293--307},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_23},
doi = {10.1007/978-3-642-05224-8\_23},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PathakN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QuZZQ09,
author = {Wei Qu and
Yang Zhang and
Junping Zhu and
Qiang Qiu},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier
Ensemble},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {308--321},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_24},
doi = {10.1007/978-3-642-05224-8\_24},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/QuZZQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SaitoKOM09,
author = {Kazumi Saito and
Masahiro Kimura and
Kouzou Ohara and
Hiroshi Motoda},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Learning Continuous-Time Information Diffusion Model for Social Behavioral
Data Analysis},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {322--337},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_25},
doi = {10.1007/978-3-642-05224-8\_25},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SaitoKOM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SakumaW09,
author = {Jun Sakuma and
Rebecca N. Wright},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Privacy-Preserving Evaluation of Generalization Error and Its Application
to Model and Attribute Selection},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {338--353},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_26},
doi = {10.1007/978-3-642-05224-8\_26},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SakumaW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SonSPP09,
author = {Jeong Woo Son and
Hyun{-}Je Song and
Seong{-}Bae Park and
Se{-}Young Park},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Coping with Distribution Change in the Same Domain Using Similarity-Based
Instance Weighting},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {354--366},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_27},
doi = {10.1007/978-3-642-05224-8\_27},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SonSPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Sugiyama09,
author = {Masashi Sugiyama},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Density Ratio Estimation: {A} New Versatile Tool for Machine Learning},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {6--9},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_2},
doi = {10.1007/978-3-642-05224-8\_2},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Sugiyama09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiaoWD09,
author = {Han Xiao and
Xiaojie Wang and
Chao Du},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Injecting Structured Data to Generative Topic Model in Enterprise
Settings},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {382--395},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_29},
doi = {10.1007/978-3-642-05224-8\_29},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XiaoWD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Yang09,
author = {Qiang Yang},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Transfer Learning beyond Text Classification},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {10--22},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_3},
doi = {10.1007/978-3-642-05224-8\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Yang09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YooC09,
author = {Jiho Yoo and
Seungjin Choi},
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative
Prediction},
booktitle = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
pages = {396--411},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8\_30},
doi = {10.1007/978-3-642-05224-8\_30},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YooC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2009,
editor = {Zhi{-}Hua Zhou and
Takashi Washio},
title = {Advances in Machine Learning, First Asian Conference on Machine Learning,
{ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5828},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05224-8},
doi = {10.1007/978-3-642-05224-8},
isbn = {978-3-642-05223-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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