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@inproceedings{DBLP:conf/pkdd/BezenacAG21,
author = {Emmanuel de B{\'{e}}zenac and
Ibrahim Ayed and
Patrick Gallinari},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {CycleGAN Through the Lens of (Dynamical) Optimal Transport},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {132--147},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_9},
doi = {10.1007/978-3-030-86520-7\_9},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BezenacAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhatiaWHC21,
author = {Siddharth Bhatia and
Yiwei Wang and
Bryan Hooi and
Tanmoy Chakraborty},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {36--51},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_3},
doi = {10.1007/978-3-030-86520-7\_3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BhatiaWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BunseM21,
author = {Mirko Bunse and
Katharina Morik},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Certification of Model Robustness in Active Class Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {266--281},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_17},
doi = {10.1007/978-3-030-86520-7\_17},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BunseM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ButepageML21,
author = {Judith B{\"{u}}tepage and
Lucas Maystre and
Mounia Lalmas},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Gaussian Process Encoders: VAEs with Reliable Latent-Space Uncertainty},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {84--99},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_6},
doi = {10.1007/978-3-030-86520-7\_6},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ButepageML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuylB21,
author = {Maarten Buyl and
Tijl De Bie},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The KL-Divergence Between a Graph Model and its Fair I-Projection
as a Fairness Regularizer},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {351--366},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_22},
doi = {10.1007/978-3-030-86520-7\_22},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuylB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenWZZP21,
author = {Shiyi Chen and
Ziao Wang and
Xinni Zhang and
Xiaofeng Zhang and
Dan Peng},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Probing Negative Sampling for Contrastive Learning to Learn Graph
Representations},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {434--449},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_27},
doi = {10.1007/978-3-030-86520-7\_27},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenWZZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DanBS21,
author = {Soham Dan and
Han Bao and
Masashi Sugiyama},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning from Noisy Similar and Dissimilar Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {233--249},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_15},
doi = {10.1007/978-3-030-86520-7\_15},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DanBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DasSCBB21,
author = {Soumi Das and
Arshdeep Singh and
Saptarshi Chatterjee and
Suparna Bhattacharya and
Sourangshu Bhattacharya},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Finding High-Value Training Data Subset Through Differentiable Convex
Programming},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {666--681},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_41},
doi = {10.1007/978-3-030-86520-7\_41},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DasSCBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Debbi21,
author = {Hichem Debbi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Causal Explanation of Convolutional Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {633--649},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_39},
doi = {10.1007/978-3-030-86520-7\_39},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Debbi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongZW21,
author = {Boxiang Dong and
Bo Zhang and
Wendy Hui Wang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {VeriDL: Integrity Verification of Outsourced Deep Learning Services},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {583--598},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_36},
doi = {10.1007/978-3-030-86520-7\_36},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuLW21,
author = {Yingpeng Du and
Hongzhi Liu and
Zhonghai Wu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Modeling Multi-factor and Multi-faceted Preferences over Sequential
Networks for Next Item Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {516--531},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_32},
doi = {10.1007/978-3-030-86520-7\_32},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuvalM21,
author = {Alexandre Duval and
Fragkiskos D. Malliaros},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {GraphSVX: Shapley Value Explanations for Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {302--318},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_19},
doi = {10.1007/978-3-030-86520-7\_19},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuvalM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FadelMTB21,
author = {Samuel G. Fadel and
Sebastian Mair and
Ricardo da Silva Torres and
Ulf Brefeld},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Principled Interpolation in Normalizing Flows},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {116--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_8},
doi = {10.1007/978-3-030-86520-7\_8},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FadelMTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ForouzeshT21,
author = {Mahsa Forouzesh and
Patrick Thiran},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Disparity Between Batches as a Signal for Early Stopping},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {217--232},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_14},
doi = {10.1007/978-3-030-86520-7\_14},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ForouzeshT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrariHLD21,
author = {Vincent Grari and
Oualid El Hajouji and
Sylvain Lamprier and
Marcin Detyniecki},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Unbiased Representations via R{\'{e}}nyi Minimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {749--764},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_46},
doi = {10.1007/978-3-030-86520-7\_46},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GrariHLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Guo21,
author = {Hongyu Guo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Midpoint Regularization: From High Uncertainty Training Labels to
Conservative Classification Decisions},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {184--199},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_12},
doi = {10.1007/978-3-030-86520-7\_12},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Guo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangPMP21,
author = {Tianjin Huang and
Yulong Pei and
Vlado Menkovski and
Mykola Pechenizkiy},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {On Generalization of Graph Autoencoders with Adversarial Training},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {367--382},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_23},
doi = {10.1007/978-3-030-86520-7\_23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangPMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiaFPBL21,
author = {Yunzhe Jia and
Eibe Frank and
Bernhard Pfahringer and
Albert Bifet and
Nick Jin Sean Lim},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Studying and Exploiting the Relationship Between Model Accuracy and
Explanation Quality},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {699--714},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_43},
doi = {10.1007/978-3-030-86520-7\_43},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JiaFPBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KanCY21,
author = {Xuan Kan and
Hejie Cui and
Carl Yang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge
Integration},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {466--482},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_29},
doi = {10.1007/978-3-030-86520-7\_29},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KanCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhanAKHK21,
author = {Rayyan Ahmad Khan and
Muhammad Umer Anwaar and
Omran Kaddah and
Zhiwei Han and
Martin Kleinsteuber},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Unsupervised Learning of Joint Embeddings for Node Representation
and Community Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {19--35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_2},
doi = {10.1007/978-3-030-86520-7\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KhanAKHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KomarekBS21,
author = {Tom{\'{a}}s Kom{\'{a}}rek and
Jan Brabec and
Petr Somol},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Explainable Multiple Instance Learning with Instance Selection Randomized
Trees},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {715--730},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_44},
doi = {10.1007/978-3-030-86520-7\_44},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KomarekBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KumariCBC21,
author = {Priyadarshini Kumari and
Siddhartha Chaudhuri and
Vivek S. Borkar and
Subhasis Chaudhuri},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {A Unified Batch Selection Policy for Active Metric Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {599--616},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_37},
doi = {10.1007/978-3-030-86520-7\_37},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KumariCBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiFCLS21,
author = {Yaqiong Li and
Xuhui Fan and
Ling Chen and
Bin Li and
Scott A. Sisson},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Decoupling Sparsity and Smoothness in Dirichlet Belief Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {148--163},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_10},
doi = {10.1007/978-3-030-86520-7\_10},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiFCLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiKW21,
author = {Shouheng Li and
Dongwoo Kim and
Qing Wang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {450--465},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_28},
doi = {10.1007/978-3-030-86520-7\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LooverenK21,
author = {Arnaud Van Looveren and
Janis Klaise},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Interpretable Counterfactual Explanations Guided by Prototypes},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {650--665},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_40},
doi = {10.1007/978-3-030-86520-7\_40},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LooverenK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaedaWOOKN21,
author = {Shin{-}ichi Maeda and
Hayato Watahiki and
Yi Ouyang and
Shintarou Okada and
Masanori Koyama and
Prabhat Nagarajan},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Reconnaissance for Reinforcement Learning with Safety Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {567--582},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_35},
doi = {10.1007/978-3-030-86520-7\_35},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaedaWOOKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MandaglioTG21,
author = {Domenico Mandaglio and
Andrea Tagarelli and
Francesco Gullo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Correlation Clustering with Global Weight Bounds},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {499--515},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_31},
doi = {10.1007/978-3-030-86520-7\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MandaglioTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MeulemeesterSFM21,
author = {Hannes De Meulemeester and
Joachim Schreurs and
Micha{\"{e}}l Fanuel and
Bart De Moor and
Johan A. K. Suykens},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The Bures Metric for Generative Adversarial Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {52--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_4},
doi = {10.1007/978-3-030-86520-7\_4},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MeulemeesterSFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MillerSRVEA21,
author = {Benjamin A. Miller and
Zohair Shafi and
Wheeler Ruml and
Yevgeniy Vorobeychik and
Tina Eliassi{-}Rad and
Scott Alfeld},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{PATHATTACK:} Attacking Shortest Paths in Complex Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {532--547},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_33},
doi = {10.1007/978-3-030-86520-7\_33},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MillerSRVEA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaumannN21,
author = {Philip Naumann and
Eirini Ntoutsi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Consequence-Aware Sequential Counterfactual Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {682--698},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_42},
doi = {10.1007/978-3-030-86520-7\_42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaumannN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenGNRNTLRV21,
author = {Dang Nguyen and
Sunil Gupta and
Trong Nguyen and
Santu Rana and
Phuoc Nguyen and
Truyen Tran and
Ky Le and
Shannon Ryan and
Svetha Venkatesh},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Knowledge Distillation with Distribution Mismatch},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {250--265},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_16},
doi = {10.1007/978-3-030-86520-7\_16},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenGNRNTLRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenTGRDV21,
author = {Phuoc Nguyen and
Truyen Tran and
Sunil Gupta and
Santu Rana and
Hieu{-}Chi Dam and
Svetha Venkatesh},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Variational Hyper-encoding Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {100--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_7},
doi = {10.1007/978-3-030-86520-7\_7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenTGRDV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OgawaMSFO21,
author = {Yuya Ogawa and
Seiji Maekawa and
Yuya Sasaki and
Yasuhiro Fujiwara and
Makoto Onizuka},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Adaptive Node Embedding Propagation for Semi-supervised Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {417--433},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_26},
doi = {10.1007/978-3-030-86520-7\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OgawaMSFO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PhucTOTTMK21,
author = {Luu Huu Phuc and
Koh Takeuchi and
Seiji Okajima and
Arseny Tolmachev and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Inter-domain Multi-relational Link Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {285--301},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_18},
doi = {10.1007/978-3-030-86520-7\_18},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PhucTOTTMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SadeghiCGL21,
author = {Afshin Sadeghi and
Diego Collarana and
Damien Graux and
Jens Lehmann},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Embedding Knowledge Graphs Attentive to Positional and Centrality
Qualities},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {548--564},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_34},
doi = {10.1007/978-3-030-86520-7\_34},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SadeghiCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SadeghiWB21,
author = {Bashir Sadeghi and
Lan Wang and
Vishnu Naresh Boddeti},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Adversarial Representation Learning with Closed-Form Solvers},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {731--748},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_45},
doi = {10.1007/978-3-030-86520-7\_45},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SadeghiWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShankarS21,
author = {Shiv Shankar and
Daniel Sheldon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Sibling Regression for Generalized Linear Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {781--795},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_48},
doi = {10.1007/978-3-030-86520-7\_48},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShankarS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SordelloBD21,
author = {Matteo Sordello and
Zhiqi Bu and
Jinshuo Dong},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Privacy Amplification via Iteration for Shuffled and Online {PNSGD}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {796--813},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_49},
doi = {10.1007/978-3-030-86520-7\_49},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SordelloBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StadtlanderHW21,
author = {Eike Stadtl{\"{a}}nder and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Weakly Convex Sets in Metric Spaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {200--216},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_13},
doi = {10.1007/978-3-030-86520-7\_13},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StadtlanderHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ThejaswiOG21,
author = {Suhas Thejaswi and
Bruno Ordozgoiti and
Aristides Gionis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Diversity-Aware k-median: Clustering with Fair Center Representation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {765--780},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_47},
doi = {10.1007/978-3-030-86520-7\_47},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ThejaswiOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ViallardGHM21,
author = {Paul Viallard and
Pascal Germain and
Amaury Habrard and
Emilie Morvant},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Self-bounding Majority Vote Learning Algorithms by the Direct Minimization
of a Tight PAC-Bayesian C-Bound},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {167--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_11},
doi = {10.1007/978-3-030-86520-7\_11},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ViallardGHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangHZSWZSCYFY21,
author = {Shuo Yang and
Binbin Hu and
Zhiqiang Zhang and
Wang Sun and
Yang Wang and
Jun Zhou and
Hongyu Shan and
Yuetian Cao and
Borui Ye and
Yanming Fang and
Quan Yu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Inductive Link Prediction with Interactive Structure Learning on Attributed
Graph},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {383--398},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_24},
doi = {10.1007/978-3-030-86520-7\_24},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangHZSWZSCYFY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangYYLJ21,
author = {Xiulong Yang and
Hui Ye and
Yang Ye and
Xiang Li and
Shihao Ji},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Generative Max-Mahalanobis Classifiers for Image Classification, Generation
and More},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {67--83},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_5},
doi = {10.1007/978-3-030-86520-7\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangYYLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Yoon21,
author = {Minji Yoon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Graph Fraud Detection Based on Accessibility Score Distributions},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {483--498},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_30},
doi = {10.1007/978-3-030-86520-7\_30},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Yoon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangL21,
author = {Delvin Ce Zhang and
Hady W. Lauw},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Representation Learning on Multi-layered Heterogeneous Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {399--416},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_25},
doi = {10.1007/978-3-030-86520-7\_25},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangLWT21,
author = {Li Zhang and
Xin Li and
Mingzhong Wang and
Andong Tian},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Off-Policy Differentiable Logic Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {617--632},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_38},
doi = {10.1007/978-3-030-86520-7\_38},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangLWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoWSYZ21,
author = {Jianan Zhao and
Qianlong Wen and
Shiyu Sun and
Yanfang Ye and
Chuxu Zhang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Multi-view Self-supervised Heterogeneous Graph Embedding},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {319--334},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_20},
doi = {10.1007/978-3-030-86520-7\_20},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoWSYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuangH21,
author = {Jun Zhuang and
Mohammad Al Hasan},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Non-exhaustive Learning Using Gaussian Mixture Generative Adversarial
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {3--18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_1},
doi = {10.1007/978-3-030-86520-7\_1},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuangSYZS21,
author = {Yuanxin Zhuang and
Chuan Shi and
Cheng Yang and
Fuzhen Zhuang and
Yangqiu Song},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Semantic-Specific Hierarchical Alignment Network for Heterogeneous
Graph Adaptation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_21},
doi = {10.1007/978-3-030-86520-7\_21},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuangSYZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-2,
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7},
doi = {10.1007/978-3-030-86520-7},
isbn = {978-3-030-86519-1},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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