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ORCIDBibTeX records: Eric P. Xing
@article{DBLP:journals/asc/DongKSX24,
author = {Nanqing Dong and
Michael Kampffmeyer and
Haoyang Su and
Eric P. Xing},
title = {An exploratory study of self-supervised pre-training on partially
supervised multi-label classification on chest X-ray images},
journal = {Appl. Soft Comput.},
volume = {163},
pages = {111855},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111855},
doi = {10.1016/J.ASOC.2024.111855},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/DongKSX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ZhangLHLX24,
author = {Gongjie Zhang and
Zhipeng Luo and
Jiaxing Huang and
Shijian Lu and
Eric P. Xing},
title = {Semantic-Aligned Matching for Enhanced {DETR} Convergence and Multi-Scale
Feature Fusion},
journal = {Int. J. Comput. Vis.},
volume = {132},
number = {8},
pages = {2825--2844},
year = {2024},
url = {https://doi.org/10.1007/s11263-024-02005-x},
doi = {10.1007/S11263-024-02005-X},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/ZhangLHLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/DongWSKKX24,
author = {Nanqing Dong and
Zhipeng Wang and
Jiahao Sun and
Michael Kampffmeyer and
William J. Knottenbelt and
Eric P. Xing},
title = {Defending Against Poisoning Attacks in Federated Learning With Blockchain},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {5},
number = {7},
pages = {3743--3756},
year = {2024},
url = {https://doi.org/10.1109/TAI.2024.3376651},
doi = {10.1109/TAI.2024.3376651},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/DongWSKKX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLLZTLX24,
author = {Hanlin Zhang and
Shuai Lin and
Weiyang Liu and
Pan Zhou and
Jian Tang and
Xiaodan Liang and
Eric P. Xing},
title = {Iterative Graph Self-Distillation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1161--1169},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303885},
doi = {10.1109/TKDE.2023.3303885},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangLLZTLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LinLZHWZZLXL24,
author = {Shuai Lin and
Chen Liu and
Pan Zhou and
Zi{-}Yuan Hu and
Shuojia Wang and
Ruihui Zhao and
Yefeng Zheng and
Liang Lin and
Eric P. Xing and
Xiaodan Liang},
title = {Prototypical Graph Contrastive Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2747--2758},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3191086},
doi = {10.1109/TNNLS.2022.3191086},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LinLZHWZZLXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001PS0XY24,
author = {Hongyi Wang and
Felipe Maia Polo and
Yuekai Sun and
Souvik Kundu and
Eric P. Xing and
Mikhail Yurochkin},
title = {Fusing Models with Complementary Expertise},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=PhMrGCMIRL},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001PS0XY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoGXK24,
author = {Han Guo and
Philip Greengard and
Eric P. Xing and
Yoon Kim},
title = {LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient
Language Model Finetuning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=xw29VvOMmU},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuoGXK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangLW0LZJXH24,
author = {Xinyuan Wang and
Chenxi Li and
Zhen Wang and
Fan Bai and
Haotian Luo and
Jiayou Zhang and
Nebojsa Jojic and
Eric P. Xing and
Zhiting Hu},
title = {PromptAgent: Strategic Planning with Language Models Enables Expert-level
Prompt Optimization},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=22pyNMuIoa},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangLW0LZJXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhengC0LZW00LXG24,
author = {Lianmin Zheng and
Wei{-}Lin Chiang and
Ying Sheng and
Tianle Li and
Siyuan Zhuang and
Zhanghao Wu and
Yonghao Zhuang and
Zhuohan Li and
Zi Lin and
Eric P. Xing and
Joseph E. Gonzalez and
Ion Stoica and
Hao Zhang},
title = {LMSYS-Chat-1M: {A} Large-Scale Real-World {LLM} Conversation Dataset},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=BOfDKxfwt0},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhengC0LZW00LXG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeuschelELLFX24,
author = {Jannik Deuschel and
Caleb Ellington and
Yingtao Luo and
Benjamin J. Lengerich and
Pascal Friederich and
Eric P. Xing},
title = {Contextualized Policy Recovery: Modeling and Interpreting Medical
Decisions with Adaptive Imitation Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=YEQM0asWCH},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/DeuschelELLFX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huang0WWZLGHLZL24,
author = {Yue Huang and
Lichao Sun and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Yuan Li and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Hanchi Sun and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bertie Vidgen and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
Joaquin Vanschoren and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yong Chen and
Yue Zhao},
title = {Position: TrustLLM: Trustworthiness in Large Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=bWUU0LwwMp},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Huang0WWZLGHLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuWF0TG0CMYXH24,
author = {Guangyi Liu and
Yu Wang and
Zeyu Feng and
Qiyu Wu and
Liping Tang and
Yuan Gao and
Zhen Li and
Shuguang Cui and
Julian J. McAuley and
Zichao Yang and
Eric P. Xing and
Zhiting Hu},
title = {Unified Generation, Reconstruction, and Representation: Generalized
Diffusion with Adaptive Latent Encoding-Decoding},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=igRjCCAz2a},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuWF0TG0CMYXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/0002L0XV24,
author = {Song Bian and
Dacheng Li and
Hongyi Wang and
Eric P. Xing and
Shivaram Venkataraman},
editor = {Phillip B. Gibbons and
Gennady Pekhimenko and
Christopher De Sa},
title = {Does Compressing Activations Help Model Parallel Training?},
booktitle = {Proceedings of the Seventh Annual Conference on Machine Learning and
Systems, MLSys 2024, Santa Clara, CA, USA, May 13-16, 2024},
publisher = {mlsys.org},
year = {2024},
url = {https://proceedings.mlsys.org/paper\_files/paper/2024/hash/71381211d0abef73ed1887b83c4547b1-Abstract-Conference.html},
timestamp = {Mon, 01 Jul 2024 17:06:12 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/0002L0XV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TanZLWZCXH24,
author = {Bowen Tan and
Yun Zhu and
Lijuan Liu and
Hongyi Wang and
Yonghao Zhuang and
Jindong Chen and
Eric P. Xing and
Zhiting Hu},
editor = {Kai{-}Wei Chang and
Annie Lee and
Nazneen Rajani},
title = {RedCoast: {A} Lightweight Tool to Automate Distributed Training of
LLMs on Any GPU/TPUs},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies:
System Demonstrations, {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {137--147},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-demo.14},
doi = {10.18653/V1/2024.NAACL-DEMO.14},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/TanZLWZCXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangZLX24,
author = {YiFan Zhang and
Hanlin Zhang and
Li Li and
Eric P. Xing},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Evaluating Step-by-Step Reasoning through Symbolic Verification},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
pages = {2984--3002},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.188},
doi = {10.18653/V1/2024.FINDINGS-NAACL.188},
timestamp = {Thu, 12 Sep 2024 13:29:32 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangZLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangZYMFXLK24,
author = {Hanlin Zhang and
Yifan Zhang and
Yaodong Yu and
Dhruv Madeka and
Dean Foster and
Eric P. Xing and
Himabindu Lakkaraju and
Sham M. Kakade},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {A Study on the Calibration of In-context Learning},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {6118--6136},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.340},
doi = {10.18653/V1/2024.NAACL-LONG.340},
timestamp = {Thu, 29 Aug 2024 17:13:57 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangZYMFXLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04651,
author = {Jiaxing Huang and
Kai Jiang and
Jingyi Zhang and
Han Qiu and
Lewei Lu and
Shijian Lu and
Eric P. Xing},
title = {Learning to Prompt Segment Anything Models},
journal = {CoRR},
volume = {abs/2401.04651},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04651},
doi = {10.48550/ARXIV.2401.04651},
eprinttype = {arXiv},
eprint = {2401.04651},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05561},
doi = {10.48550/ARXIV.2401.05561},
eprinttype = {arXiv},
eprint = {2401.05561},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12563,
author = {Loka Li and
Guangyi Chen and
Yusheng Su and
Zhenhao Chen and
Yixuan Zhang and
Eric P. Xing and
Kun Zhang},
title = {Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities
of Large Language Models},
journal = {CoRR},
volume = {abs/2402.12563},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12563},
doi = {10.48550/ARXIV.2402.12563},
eprinttype = {arXiv},
eprint = {2402.12563},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15309,
author = {Hanqi Yan and
Lingjing Kong and
Lin Gui and
Yuejie Chi and
Eric P. Xing and
Yulan He and
Kun Zhang},
title = {Counterfactual Generation with Identifiability Guarantees},
journal = {CoRR},
volume = {abs/2402.15309},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15309},
doi = {10.48550/ARXIV.2402.15309},
eprinttype = {arXiv},
eprint = {2402.15309},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16840,
author = {Omkar Thawakar and
Ashmal Vayani and
Salman H. Khan and
Hisham Cholakkal and
Rao Muhammad Anwer and
Michael Felsberg and
Tim Baldwin and
Eric P. Xing and
Fahad Shahbaz Khan},
title = {MobiLlama: Towards Accurate and Lightweight Fully Transparent {GPT}},
journal = {CoRR},
volume = {abs/2402.16840},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16840},
doi = {10.48550/ARXIV.2402.16840},
eprinttype = {arXiv},
eprint = {2402.16840},
timestamp = {Sun, 12 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17840,
author = {Zhenting Qi and
Hanlin Zhang and
Eric P. Xing and
Sham M. Kakade and
Himabindu Lakkaraju},
title = {Follow My Instruction and Spill the Beans: Scalable Data Extraction
from Retrieval-Augmented Generation Systems},
journal = {CoRR},
volume = {abs/2402.17840},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17840},
doi = {10.48550/ARXIV.2402.17840},
eprinttype = {arXiv},
eprint = {2402.17840},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-19009,
author = {Guangyi Liu and
Yu Wang and
Zeyu Feng and
Qiyu Wu and
Liping Tang and
Yuan Gao and
Zhen Li and
Shuguang Cui and
Julian J. McAuley and
Eric P. Xing and
Zichao Yang and
Zhiting Hu},
title = {Generating, Reconstructing, and Representing Discrete and Continuous
Data: Generalized Diffusion with Learnable Encoding-Decoding},
journal = {CoRR},
volume = {abs/2402.19009},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.19009},
doi = {10.48550/ARXIV.2402.19009},
eprinttype = {arXiv},
eprint = {2402.19009},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-19009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-06908,
author = {Jiahui Zhang and
Fangneng Zhan and
Muyu Xu and
Shijian Lu and
Eric P. Xing},
title = {FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization},
journal = {CoRR},
volume = {abs/2403.06908},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.06908},
doi = {10.48550/ARXIV.2403.06908},
eprinttype = {arXiv},
eprint = {2403.06908},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-06908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18293,
author = {Adilbek Karmanov and
Dayan Guan and
Shijian Lu and
Abdulmotaleb El{-}Saddik and
Eric P. Xing},
title = {Efficient Test-Time Adaptation of Vision-Language Models},
journal = {CoRR},
volume = {abs/2403.18293},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18293},
doi = {10.48550/ARXIV.2403.18293},
eprinttype = {arXiv},
eprint = {2403.18293},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02852,
author = {Longfei Yun and
Yonghao Zhuang and
Yao Fu and
Eric P. Xing and
Hao Zhang},
title = {Toward Inference-optimal Mixture-of-Expert Large Language Models},
journal = {CoRR},
volume = {abs/2404.02852},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02852},
doi = {10.48550/ARXIV.2404.02852},
eprinttype = {arXiv},
eprint = {2404.02852},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13954,
author = {Sang Keun Choe and
Hwijeen Ahn and
Juhan Bae and
Kewen Zhao and
Minsoo Kang and
Youngseog Chung and
Adithya Pratapa and
Willie Neiswanger and
Emma Strubell and
Teruko Mitamura and
Jeff G. Schneider and
Eduard H. Hovy and
Roger B. Grosse and
Eric P. Xing},
title = {What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence
Functions},
journal = {CoRR},
volume = {abs/2405.13954},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13954},
doi = {10.48550/ARXIV.2405.13954},
eprinttype = {arXiv},
eprint = {2405.13954},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00519,
author = {Lingjing Kong and
Guangyi Chen and
Biwei Huang and
Eric P. Xing and
Yuejie Chi and
Kun Zhang},
title = {Learning Discrete Concepts in Latent Hierarchical Models},
journal = {CoRR},
volume = {abs/2406.00519},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00519},
doi = {10.48550/ARXIV.2406.00519},
eprinttype = {arXiv},
eprint = {2406.00519},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09455,
author = {Jiannan Xiang and
Guangyi Liu and
Yi Gu and
Qiyue Gao and
Yuting Ning and
Yuheng Zha and
Zeyu Feng and
Tianhua Tao and
Shibo Hao and
Yemin Shi and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Pandora: Towards General World Model with Natural Language Actions
and Video States},
journal = {CoRR},
volume = {abs/2406.09455},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09455},
doi = {10.48550/ARXIV.2406.09455},
eprinttype = {arXiv},
eprint = {2406.09455},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-20098,
author = {Sukmin Yun and
Haokun Lin and
Rusiru Thushara and
Mohammad Qazim Bhat and
Yongxin Wang and
Zutao Jiang and
Mingkai Deng and
Jinhong Wang and
Tianhua Tao and
Junbo Li and
Haonan Li and
Preslav Nakov and
Timothy Baldwin and
Zhengzhong Liu and
Eric P. Xing and
Xiaodan Liang and
Zhiqiang Shen},
title = {Web2Code: {A} Large-scale Webpage-to-Code Dataset and Evaluation Framework
for Multimodal LLMs},
journal = {CoRR},
volume = {abs/2406.20098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.20098},
doi = {10.48550/ARXIV.2406.20098},
eprinttype = {arXiv},
eprint = {2406.20098},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-20098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10960,
author = {Han Guo and
William Brandon and
Radostin Cholakov and
Jonathan Ragan{-}Kelley and
Eric P. Xing and
Yoon Kim},
title = {Fast Matrix Multiplications for Lookup Table-Quantized LLMs},
journal = {CoRR},
volume = {abs/2407.10960},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10960},
doi = {10.48550/ARXIV.2407.10960},
eprinttype = {arXiv},
eprint = {2407.10960},
timestamp = {Fri, 23 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangLCLX23,
author = {Gongjie Zhang and
Zhipeng Luo and
Kaiwen Cui and
Shijian Lu and
Eric P. Xing},
title = {Meta-DETR: Image-Level Few-Shot Detection With Inter-Class Correlation
Exploitation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {11},
pages = {12832--12843},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3195735},
doi = {10.1109/TPAMI.2022.3195735},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhangLCLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhanYWZLLKTX23,
author = {Fangneng Zhan and
Yingchen Yu and
Rongliang Wu and
Jiahui Zhang and
Shijian Lu and
Lingjie Liu and
Adam Kortylewski and
Christian Theobalt and
Eric P. Xing},
title = {Multimodal Image Synthesis and Editing: The Generative {AI} Era},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {15098--15119},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3305243},
doi = {10.1109/TPAMI.2023.3305243},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhanYWZLLKTX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/DongKVX23,
author = {Nanqing Dong and
Michael Kampffmeyer and
Irina Voiculescu and
Eric P. Xing},
title = {Federated Partially Supervised Learning With Limited Decentralized
Medical Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {7},
pages = {1944--1954},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3231017},
doi = {10.1109/TMI.2022.3231017},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/DongKVX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangZLLX23,
author = {Yifan Zhang and
Hanlin Zhang and
Zachary Chase Lipton and
Li Erran Li and
Eric P. Xing},
title = {Exploring Transformer Backbones for Heterogeneous Treatment Effect
Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=1kl4YM2Q7P},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangZLLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangHLNX23,
author = {Hanlin Zhang and
Jiani Huang and
Ziyang Li and
Mayur Naik and
Eric P. Xing},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Improved Logical Reasoning of Language Models via Differentiable Symbolic
Programming},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {3062--3077},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.191},
doi = {10.18653/V1/2023.FINDINGS-ACL.191},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangHLNX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HaoTTNSZXH23,
author = {Shibo Hao and
Bowen Tan and
Kaiwen Tang and
Bin Ni and
Xiyan Shao and
Hengzhe Zhang and
Eric P. Xing and
Zhiting Hu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from
Pretrained Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {5000--5015},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.309},
doi = {10.18653/V1/2023.FINDINGS-ACL.309},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HaoTTNSZXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CuiYZLLX23,
author = {Kaiwen Cui and
Yingchen Yu and
Fangneng Zhan and
Shengcai Liao and
Shijian Lu and
Eric P. Xing},
title = {{KD-DLGAN:} Data Limited Image Generation via Knowledge Distillation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {3872--3882},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00377},
doi = {10.1109/CVPR52729.2023.00377},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/CuiYZLLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KongM0XCM023,
author = {Lingjing Kong and
Martin Q. Ma and
Guangyi Chen and
Eric P. Xing and
Yuejie Chi and
Louis{-}Philippe Morency and
Kun Zhang},
title = {Understanding Masked Autoencoders via Hierarchical Latent Variable
Models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {7918--7928},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00765},
doi = {10.1109/CVPR52729.2023.00765},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KongM0XCM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuZCZYELX23,
author = {Kunhao Liu and
Fangneng Zhan and
Yiwen Chen and
Jiahui Zhang and
Yingchen Yu and
Abdulmotaleb El{-}Saddik and
Shijian Lu and
Eric P. Xing},
title = {StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {8338--8348},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00806},
doi = {10.1109/CVPR52729.2023.00806},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuZCZYELX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Xiao0XRLGELX23,
author = {Aoran Xiao and
Jiaxing Huang and
Weihao Xuan and
Ruijie Ren and
Kangcheng Liu and
Dayan Guan and
Abdulmotaleb El{-}Saddik and
Shijian Lu and
Eric P. Xing},
title = {3D Semantic Segmentation in the Wild: Learning Generalized Models
for Adverse-Condition Point Clouds},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {9382--9392},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00905},
doi = {10.1109/CVPR52729.2023.00905},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Xiao0XRLGELX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChoeNXX23,
author = {Sang Keun Choe and
Willie Neiswanger and
Pengtao Xie and
Eric P. Xing},
title = {Betty: An Automatic Differentiation Library for Multilevel Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=LV\_MeMS38Q9},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChoeNXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuoGWGKX23,
author = {Han Guo and
Philip Greengard and
Hongyi Wang and
Andrew Gelman and
Yoon Kim and
Eric P. Xing},
title = {Federated Learning as Variational Inference: {A} Scalable Expectation
Propagation Approach},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=dZrQR7OR11},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuoGWGKX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiWSGXZ23,
author = {Dacheng Li and
Hongyi Wang and
Rulin Shao and
Han Guo and
Eric P. Xing and
Hao Zhang},
title = {{MPCFORMER:} Fast, Performant and Provate Transformer Inference with
{MPC}},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=CWmvjOEhgH-},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiWSGXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/0001AUTXP23,
author = {Hongyi Wang and
Saurabh Agarwal and
Pongsakorn U.{-}Chupala and
Yoshiki Tanaka and
Eric P. Xing and
Dimitris Papailiopoulos},
editor = {Dawn Song and
Michael Carbin and
Tianqi Chen},
title = {Cuttlefish: Low-Rank Model Training without All the Tuning},
booktitle = {Proceedings of the Sixth Conference on Machine Learning and Systems,
MLSys 2023, Miami, FL, USA, June 4-8, 2023},
publisher = {mlsys.org},
year = {2023},
url = {https://proceedings.mlsys.org/paper\_files/paper/2023/hash/c2db3ef0b1ad4c5ec7c3a0a0c6f6c832-Abstract-mlsys2023.html},
timestamp = {Fri, 28 Jun 2024 10:41:31 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/0001AUTXP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/0001Z0XH0SZZ23,
author = {Yonghao Zhuang and
Lianmin Zheng and
Zhuohan Li and
Eric P. Xing and
Qirong Ho and
Joseph Gonzalez and
Ion Stoica and
Hao Zhang and
Hexu Zhao},
editor = {Dawn Song and
Michael Carbin and
Tianqi Chen},
title = {On Optimizing the Communication of Model Parallelism},
booktitle = {Proceedings of the Sixth Conference on Machine Learning and Systems,
MLSys 2023, Miami, FL, USA, June 4-8, 2023},
publisher = {mlsys.org},
year = {2023},
url = {https://proceedings.mlsys.org/paper\_files/paper/2023/hash/a42cbafcabb6dc7ce77bfe2e80f5c772-Abstract-mlsys2023.html},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/0001Z0XH0SZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoeMANXSX23,
author = {Sang Keun Choe and
Sanket Vaibhav Mehta and
Hwijeen Ahn and
Willie Neiswanger and
Pengtao Xie and
Emma Strubell and
Eric P. Xing},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Making Scalable Meta Learning Practical},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/531998dc1fc858b5857a90b74d96ecab-Abstract-Conference.html},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChoeMANXSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongH0XC023,
author = {Lingjing Kong and
Biwei Huang and
Feng Xie and
Eric P. Xing and
Yuejie Chi and
Kun Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Identification of Nonlinear Latent Hierarchical Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/065ef23a944b3995de7dd4a3e203d133-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KongH0XC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLTHX023,
author = {Junbo Li and
Ang Li and
Chong Tian and
Qirong Ho and
Eric P. Xing and
Hongyi Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FedNAR: Federated Optimization with Normalized Annealing Regularization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ec52572b9e16b91edff5dc70e2642240-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiLTHX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuZZXYETXL23,
author = {Kunhao Liu and
Fangneng Zhan and
Jiahui Zhang and
Muyu Xu and
Yingchen Yu and
Abdulmotaleb El{-}Saddik and
Christian Theobalt and
Eric P. Xing and
Shijian Lu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Weakly Supervised 3D Open-vocabulary Segmentation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a76b693f36916a5ed84d6e5b39a0dc03-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuZZXYETXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongYFD0NX023,
author = {Xiangchen Song and
Weiran Yao and
Yewen Fan and
Xinshuai Dong and
Guangyi Chen and
Juan Carlos Niebles and
Eric P. Xing and
Kun Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Temporally Disentangled Representation Learning under Unknown Nonstationarity},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/19a567abaec3990cb40d7a013556fecd-Abstract-Conference.html},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SongYFD0NX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TanZLXHC23,
author = {Bowen Tan and
Yun Zhu and
Lijuan Liu and
Eric P. Xing and
Zhiting Hu and
Jindong Chen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small
Scorer},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b860c0c546f4a3a786f9c9468228c99f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TanZLXHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanK0CX0023,
author = {Hanqi Yan and
Lingjing Kong and
Lin Gui and
Yuejie Chi and
Eric P. Xing and
Yulan He and
Kun Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Counterfactual Generation with Identifiability Guarantees},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/afda6bf3fb086eabbaf161ba1cec5a9a-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YanK0CX0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YinXS23,
author = {Zeyuan Yin and
Eric P. Xing and
Zhiqiang Shen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale
From {A} New Perspective},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/e91fb65c6324a984ea9ef39a5b84af04-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YinXS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengC00WZL0LXZ23,
author = {Lianmin Zheng and
Wei{-}Lin Chiang and
Ying Sheng and
Siyuan Zhuang and
Zhanghao Wu and
Yonghao Zhuang and
Zi Lin and
Zhuohan Li and
Dacheng Li and
Eric P. Xing and
Hao Zhang and
Joseph E. Gonzalez and
Ion Stoica},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/91f18a1287b398d378ef22505bf41832-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhengC00WZL0LXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/faia/TanHXH23,
author = {Bowen Tan and
Shibo Hao and
Eric P. Xing and
Zhiting Hu},
editor = {Pascal Hitzler and
Md. Kamruzzaman Sarker and
Aaron Eberhart},
title = {Neural-Symbolic Interaction and Co-Evolving},
booktitle = {Compendium of Neurosymbolic Artificial Intelligence},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {369},
pages = {125--152},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230139},
doi = {10.3233/FAIA230139},
timestamp = {Mon, 05 Feb 2024 20:35:57 +0100},
biburl = {https://dblp.org/rec/series/faia/TanHXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-02654,
author = {Song Bian and
Dacheng Li and
Hongyi Wang and
Eric P. Xing and
Shivaram Venkataraman},
title = {Does compressing activations help model parallel training?},
journal = {CoRR},
volume = {abs/2301.02654},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02654},
doi = {10.48550/ARXIV.2301.02654},
eprinttype = {arXiv},
eprint = {2301.02654},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04228,
author = {Han Guo and
Philip Greengard and
Hongyi Wang and
Andrew Gelman and
Yoon Kim and
Eric P. Xing},
title = {Federated Learning as Variational Inference: {A} Scalable Expectation
Propagation Approach},
journal = {CoRR},
volume = {abs/2302.04228},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04228},
doi = {10.48550/ARXIV.2302.04228},
eprinttype = {arXiv},
eprint = {2302.04228},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04887,
author = {Kai Zhang and
Yutong Dai and
Hongyi Wang and
Eric P. Xing and
Xun Chen and
Lichao Sun},
title = {Memory-adaptive Depth-wise Heterogenous Federated Learning},
journal = {CoRR},
volume = {abs/2303.04887},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04887},
doi = {10.48550/ARXIV.2303.04887},
eprinttype = {arXiv},
eprint = {2303.04887},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-10598,
author = {Kunhao Liu and
Fangneng Zhan and
Yiwen Chen and
Jiahui Zhang and
Yingchen Yu and
Abdulmotaleb El{-}Saddik and
Shijian Lu and
Eric P. Xing},
title = {StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields},
journal = {CoRR},
volume = {abs/2303.10598},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.10598},
doi = {10.48550/ARXIV.2303.10598},
eprinttype = {arXiv},
eprint = {2303.10598},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-10598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17158,
author = {Kaiwen Cui and
Yingchen Yu and
Fangneng Zhan and
Shengcai Liao and
Shijian Lu and
Eric P. Xing},
title = {{KD-DLGAN:} Data Limited Image Generation via Knowledge Distillation},
journal = {CoRR},
volume = {abs/2303.17158},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17158},
doi = {10.48550/ARXIV.2303.17158},
eprinttype = {arXiv},
eprint = {2303.17158},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00690,
author = {Aoran Xiao and
Jiaxing Huang and
Weihao Xuan and
Ruijie Ren and
Kangcheng Liu and
Dayan Guan and
Abdulmotaleb El{-}Saddik and
Shijian Lu and
Eric P. Xing},
title = {3D Semantic Segmentation in the Wild: Learning Generalized Models
for Adverse-Condition Point Clouds},
journal = {CoRR},
volume = {abs/2304.00690},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00690},
doi = {10.48550/ARXIV.2304.00690},
eprinttype = {arXiv},
eprint = {2304.00690},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02538,
author = {Hongyi Wang and
Saurabh Agarwal and
Pongsakorn U.{-}Chupala and
Yoshiki Tanaka and
Eric P. Xing and
Dimitris S. Papailiopoulos},
title = {Cuttlefish: Low-Rank Model Training without All the Tuning},
journal = {CoRR},
volume = {abs/2305.02538},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02538},
doi = {10.48550/ARXIV.2305.02538},
eprinttype = {arXiv},
eprint = {2305.02538},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03742,
author = {Hanlin Zhang and
Jiani Huang and
Ziyang Li and
Mayur Naik and
Eric P. Xing},
title = {Improved Logical Reasoning of Language Models via Differentiable Symbolic
Programming},
journal = {CoRR},
volume = {abs/2305.03742},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03742},
doi = {10.48550/ARXIV.2305.03742},
eprinttype = {arXiv},
eprint = {2305.03742},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14093,
author = {Kunhao Liu and
Fangneng Zhan and
Jiahui Zhang and
Muyu Xu and
Yingchen Yu and
Abdulmotaleb El{-}Saddik and
Christian Theobalt and
Eric P. Xing and
Shijian Lu},
title = {3D Open-vocabulary Segmentation with Foundation Models},
journal = {CoRR},
volume = {abs/2305.14093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14093},
doi = {10.48550/ARXIV.2305.14093},
eprinttype = {arXiv},
eprint = {2305.14093},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04898,
author = {Lingjing Kong and
Martin Q. Ma and
Guangyi Chen and
Eric P. Xing and
Yuejie Chi and
Louis{-}Philippe Morency and
Kun Zhang},
title = {Understanding Masked Autoencoders via Hierarchical Latent Variable
Models},
journal = {CoRR},
volume = {abs/2306.04898},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04898},
doi = {10.48550/ARXIV.2306.04898},
eprinttype = {arXiv},
eprint = {2306.04898},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05685,
author = {Lianmin Zheng and
Wei{-}Lin Chiang and
Ying Sheng and
Siyuan Zhuang and
Zhanghao Wu and
Yonghao Zhuang and
Zi Lin and
Zhuohan Li and
Dacheng Li and
Eric P. Xing and
Hao Zhang and
Joseph E. Gonzalez and
Ion Stoica},
title = {Judging LLM-as-a-judge with MT-Bench and Chatbot Arena},
journal = {CoRR},
volume = {abs/2306.05685},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05685},
doi = {10.48550/ARXIV.2306.05685},
eprinttype = {arXiv},
eprint = {2306.05685},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07916,
author = {Lingjing Kong and
Biwei Huang and
Feng Xie and
Eric P. Xing and
Yuejie Chi and
Kun Zhang},
title = {Identification of Nonlinear Latent Hierarchical Models},
journal = {CoRR},
volume = {abs/2306.07916},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07916},
doi = {10.48550/ARXIV.2306.07916},
eprinttype = {arXiv},
eprint = {2306.07916},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07967,
author = {Arnav Chavan and
Zhuang Liu and
Deepak K. Gupta and
Eric P. Xing and
Zhiqiang Shen},
title = {One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning},
journal = {CoRR},
volume = {abs/2306.07967},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07967},
doi = {10.48550/ARXIV.2306.07967},
eprinttype = {arXiv},
eprint = {2306.07967},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13092,
author = {Zeyuan Yin and
Eric P. Xing and
Zhiqiang Shen},
title = {Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale
From {A} New Perspective},
journal = {CoRR},
volume = {abs/2306.13092},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13092},
doi = {10.48550/ARXIV.2306.13092},
eprinttype = {arXiv},
eprint = {2306.13092},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00543,
author = {Nanqing Dong and
Zhipeng Wang and
Jiahao Sun and
Michael Kampffmeyer and
Yizhe Wen and
Shuoying Zhang and
William J. Knottenbelt and
Eric P. Xing},
title = {Defending Against Malicious Behaviors in Federated Learning with Blockchain},
journal = {CoRR},
volume = {abs/2307.00543},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00543},
doi = {10.48550/ARXIV.2307.00543},
eprinttype = {arXiv},
eprint = {2307.00543},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16149,
author = {Neha Sengupta and
Sunil Kumar Sahu and
Bokang Jia and
Satheesh Katipomu and
Haonan Li and
Fajri Koto and
Osama Mohammed Afzal and
Samta Kamboj and
Onkar Pandit and
Rahul Pal and
Lalit Pradhan and
Zain Muhammad Mujahid and
Massa Baali and
Alham Fikri Aji and
Zhengzhong Liu and
Andy Hock and
Andrew Feldman and
Jonathan Lee and
Andrew Jackson and
Preslav Nakov and
Timothy Baldwin and
Eric P. Xing},
title = {Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned
Open Generative Large Language Models},
journal = {CoRR},
volume = {abs/2308.16149},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16149},
doi = {10.48550/ARXIV.2308.16149},
eprinttype = {arXiv},
eprint = {2308.16149},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10818,
author = {Zhiqiang Shen and
Tianhua Tao and
Liqun Ma and
Willie Neiswanger and
Zhengzhong Liu and
Hongyi Wang and
Bowen Tan and
Joel Hestness and
Natalia Vassilieva and
Daria Soboleva and
Eric P. Xing},
title = {SlimPajama-DC: Understanding Data Combinations for {LLM} Training},
journal = {CoRR},
volume = {abs/2309.10818},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10818},
doi = {10.48550/ARXIV.2309.10818},
eprinttype = {arXiv},
eprint = {2309.10818},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Lianmin Zheng and
Wei{-}Lin Chiang and
Ying Sheng and
Tianle Li and
Siyuan Zhuang and
Zhanghao Wu and
Yonghao Zhuang and
Zhuohan Li and
Zi Lin and
Eric P. Xing and
Joseph E. Gonzalez and
Ion Stoica and
Hao Zhang},
title = {LMSYS-Chat-1M: {A} Large-Scale Real-World {LLM} Conversation Dataset},
journal = {CoRR},
volume = {abs/2309.11998},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11998},
doi = {10.48550/ARXIV.2309.11998},
eprinttype = {arXiv},
eprint = {2309.11998},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01542,
author = {Hongyi Wang and
Felipe Maia Polo and
Yuekai Sun and
Souvik Kundu and
Eric P. Xing and
Mikhail Yurochkin},
title = {Fusing Models with Complementary Expertise},
journal = {CoRR},
volume = {abs/2310.01542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01542},
doi = {10.48550/ARXIV.2310.01542},
eprinttype = {arXiv},
eprint = {2310.01542},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03163,
author = {Junbo Li and
Ang Li and
Chong Tian and
Qirong Ho and
Eric P. Xing and
Hongyi Wang},
title = {FedNAR: Federated Optimization with Normalized Annealing Regularization},
journal = {CoRR},
volume = {abs/2310.03163},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03163},
doi = {10.48550/ARXIV.2310.03163},
eprinttype = {arXiv},
eprint = {2310.03163},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03294,
author = {Dacheng Li and
Rulin Shao and
Anze Xie and
Eric P. Xing and
Joseph E. Gonzalez and
Ion Stoica and
Xuezhe Ma and
Hao Zhang},
title = {LightSeq: Sequence Level Parallelism for Distributed Training of Long
Context Transformers},
journal = {CoRR},
volume = {abs/2310.03294},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03294},
doi = {10.48550/ARXIV.2310.03294},
eprinttype = {arXiv},
eprint = {2310.03294},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05674,
author = {Sang Keun Choe and
Sanket Vaibhav Mehta and
Hwijeen Ahn and
Willie Neiswanger and
Pengtao Xie and
Emma Strubell and
Eric P. Xing},
title = {Making Scalable Meta Learning Practical},
journal = {CoRR},
volume = {abs/2310.05674},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05674},
doi = {10.48550/ARXIV.2310.05674},
eprinttype = {arXiv},
eprint = {2310.05674},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Jannik Deuschel and
Caleb N. Ellington and
Benjamin J. Lengerich and
Yingtao Luo and
Pascal Friederich and
Eric P. Xing},
title = {Contextualized Policy Recovery: Modeling and Interpreting Medical
Decisions with Adaptive Imitation Learning},
journal = {CoRR},
volume = {abs/2310.07918},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07918},
doi = {10.48550/ARXIV.2310.07918},
eprinttype = {arXiv},
eprint = {2310.07918},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11340,
author = {Benjamin J. Lengerich and
Caleb N. Ellington and
Andrea Rubbi and
Manolis Kellis and
Eric P. Xing},
title = {Contextualized Machine Learning},
journal = {CoRR},
volume = {abs/2310.11340},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11340},
doi = {10.48550/ARXIV.2310.11340},
eprinttype = {arXiv},
eprint = {2310.11340},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Bowen Tan and
Yun Zhu and
Lijuan Liu and
Hongyi Wang and
Yonghao Zhuang and
Jindong Chen and
Eric P. Xing and
Zhiting Hu},
title = {Redco: {A} Lightweight Tool to Automate Distributed Training of LLMs
on Any GPU/TPUs},
journal = {CoRR},
volume = {abs/2310.16355},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16355},
doi = {10.48550/ARXIV.2310.16355},
eprinttype = {arXiv},
eprint = {2310.16355},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16427,
author = {Xinyuan Wang and
Chenxi Li and
Zhen Wang and
Fan Bai and
Haotian Luo and
Jiayou Zhang and
Nebojsa Jojic and
Eric P. Xing and
Zhiting Hu},
title = {PromptAgent: Strategic Planning with Language Models Enables Expert-level
Prompt Optimization},
journal = {CoRR},
volume = {abs/2310.16427},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16427},
doi = {10.48550/ARXIV.2310.16427},
eprinttype = {arXiv},
eprint = {2310.16427},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18615,
author = {Xiangchen Song and
Weiran Yao and
Yewen Fan and
Xinshuai Dong and
Guangyi Chen and
Juan Carlos Niebles and
Eric P. Xing and
Kun Zhang},
title = {Temporally Disentangled Representation Learning under Unknown Nonstationarity},
journal = {CoRR},
volume = {abs/2310.18615},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18615},
doi = {10.48550/ARXIV.2310.18615},
eprinttype = {arXiv},
eprint = {2310.18615},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06720,
author = {Bowen Tan and
Yun Zhu and
Lijuan Liu and
Eric P. Xing and
Zhiting Hu and
Jindong Chen},
title = {Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small
Scorer},
journal = {CoRR},
volume = {abs/2311.06720},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06720},
doi = {10.48550/ARXIV.2311.06720},
eprinttype = {arXiv},
eprint = {2311.06720},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09505,
author = {Yuxin Pei and
Pushkar Bhuse and
Zhengzhong Liu and
Eric P. Xing},
title = {SegMix: {A} Simple Structure-Aware Data Augmentation Method},
journal = {CoRR},
volume = {abs/2311.09505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09505},
doi = {10.48550/ARXIV.2311.09505},
eprinttype = {arXiv},
eprint = {2311.09505},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-12023,
author = {Han Guo and
Philip Greengard and
Eric P. Xing and
Yoon Kim},
title = {LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient
Language Model Finetuning},
journal = {CoRR},
volume = {abs/2311.12023},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.12023},
doi = {10.48550/ARXIV.2311.12023},
eprinttype = {arXiv},
eprint = {2311.12023},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-12023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04021,
author = {Hanlin Zhang and
Yi{-}Fan Zhang and
Yaodong Yu and
Dhruv Madeka and
Dean Foster and
Eric P. Xing and
Himabindu Lakkaraju and
Sham M. Kakade},
title = {A Study on the Calibration of In-context Learning},
journal = {CoRR},
volume = {abs/2312.04021},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04021},
doi = {10.48550/ARXIV.2312.04021},
eprinttype = {arXiv},
eprint = {2312.04021},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06550,
author = {Zhengzhong Liu and
Aurick Qiao and
Willie Neiswanger and
Hongyi Wang and
Bowen Tan and
Tianhua Tao and
Junbo Li and
Yuqi Wang and
Suqi Sun and
Omkar Pangarkar and
Richard Fan and
Yi Gu and
Victor Miller and
Yonghao Zhuang and
Guowei He and
Haonan Li and
Fajri Koto and
Liping Tang and
Nikhil Ranjan and
Zhiqiang Shen and
Xuguang Ren and
Roberto Iriondo and
Cun Mu and
Zhiting Hu and
Mark Schulze and
Preslav Nakov and
Tim Baldwin and
Eric P. Xing},
title = {{LLM360:} Towards Fully Transparent Open-Source LLMs},
journal = {CoRR},
volume = {abs/2312.06550},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06550},
doi = {10.48550/ARXIV.2312.06550},
eprinttype = {arXiv},
eprint = {2312.06550},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/DongKLXVX22,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Min Xu and
Irina Voiculescu and
Eric P. Xing},
title = {Towards robust partially supervised multi-structure medical image
segmentation on small-scale data},
journal = {Appl. Soft Comput.},
volume = {114},
pages = {108074},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2021.108074},
doi = {10.1016/J.ASOC.2021.108074},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/DongKLXVX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/WangAX22,
author = {Haohan Wang and
Bryon Aragam and
Eric P. Xing},
title = {Trade-offs of Linear Mixed Models in Genome-Wide Association Studies},
journal = {J. Comput. Biol.},
volume = {29},
number = {3},
pages = {233--242},
year = {2022},
url = {https://doi.org/10.1089/cmb.2021.0157},
doi = {10.1089/CMB.2021.0157},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/WangAX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/WangLXW22,
author = {Haohan Wang and
Oscar Lopez and
Eric P. Xing and
Wei Wu},
title = {Kernel Mixed Model for Transcriptome Association Study},
journal = {J. Comput. Biol.},
volume = {29},
number = {12},
pages = {1353--1356},
year = {2022},
url = {https://doi.org/10.1089/cmb.2022.0280},
doi = {10.1089/CMB.2022.0280},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/WangLXW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DongKVX22,
author = {Nanqing Dong and
Michael Kampffmeyer and
Irina Voiculescu and
Eric P. Xing},
title = {Negational symmetry of quantum neural networks for binary pattern
classification},
journal = {Pattern Recognit.},
volume = {129},
pages = {108750},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108750},
doi = {10.1016/J.PATCOG.2022.108750},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DongKVX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangNJWZX22,
author = {Zeya Wang and
Yang Ni and
Baoyu Jing and
Deqing Wang and
Hao Zhang and
Eric P. Xing},
title = {{DNB:} {A} Joint Learning Framework for Deep Bayesian Nonparametric
Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {12},
pages = {7610--7620},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3085891},
doi = {10.1109/TNNLS.2021.3085891},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangNJWZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShenL0SDX22,
author = {Zhiqiang Shen and
Zechun Liu and
Zhuang Liu and
Marios Savvides and
Trevor Darrell and
Eric Poe Xing},
title = {Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation
Learning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {2216--2224},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i2.20119},
doi = {10.1609/AAAI.V36I2.20119},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShenL0SDX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GargZSHXX22,
author = {Bhanu Garg and
Li Zhang and
Pradyumna Sridhara and
Ramtin Hosseini and
Eric P. Xing and
Pengtao Xie},
title = {Learning from Mistakes - a Framework for Neural Architecture Search},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {10184--10192},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21258},
doi = {10.1609/AAAI.V36I9.21258},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GargZSHXX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LengerichXC22,
author = {Benjamin J. Lengerich and
Eric P. Xing and
Rich Caruana},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Dropout as a Regularizer of Interaction Effects},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {7550--7564},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/lengerich22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LengerichXC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChavanS0LCX22,
author = {Arnav Chavan and
Zhiqiang Shen and
Zhuang Liu and
Zechun Liu and
Kwang{-}Ting Cheng and
Eric P. Xing},
title = {Vision Transformer Slimming: Multi-Dimension Searching in Continuous
Optimization Space},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {4921--4931},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00488},
doi = {10.1109/CVPR52688.2022.00488},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ChavanS0LCX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuCHXS22,
author = {Zechun Liu and
Kwang{-}Ting Cheng and
Dong Huang and
Eric P. Xing and
Zhiqiang Shen},
title = {Nonuniform-to-Uniform Quantization: Towards Accurate Quantization
via Generalized Straight-Through Estimation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {4932--4942},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00489},
doi = {10.1109/CVPR52688.2022.00489},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuCHXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangZLWSX22,
author = {Hanlin Zhang and
Yi{-}Fan Zhang and
Weiyang Liu and
Adrian Weller and
Bernhard Sch{\"{o}}lkopf and
Eric P. Xing},
title = {Towards Principled Disentanglement for Domain Generalization},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {8014--8024},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00786},
doi = {10.1109/CVPR52688.2022.00786},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangZLWSX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuangWHLX22,
author = {Zeyi Huang and
Haohan Wang and
Dong Huang and
Yong Jae Lee and
Eric P. Xing},
title = {The Two Dimensions of Worst-case Training and Their Integrated Effect
for Out-of-domain Generalization},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {9621--9631},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00941},
doi = {10.1109/CVPR52688.2022.00941},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HuangWHLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiuSLXCL22,
author = {Zechun Liu and
Zhiqiang Shen and
Yun Long and
Eric P. Xing and
Kwang{-}Ting Cheng and
Chas Leichner},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Data-Free Neural Architecture Search via Recursive Label Calibration},
booktitle = {Computer Vision - {ECCV} 2022: 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13684},
pages = {391--406},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20053-3\_23},
doi = {10.1007/978-3-031-20053-3\_23},
timestamp = {Fri, 09 Dec 2022 16:21:52 +0100},
biburl = {https://dblp.org/rec/conf/eccv/LiuSLXCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ShenX22,
author = {Zhiqiang Shen and
Eric P. Xing},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {A Fast Knowledge Distillation Framework for Visual Recognition},
booktitle = {Computer Vision - {ECCV} 2022: 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13684},
pages = {673--690},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20053-3\_39},
doi = {10.1007/978-3-031-20053-3\_39},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/ShenX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ShenLX22,
author = {Zhiqiang Shen and
Zechun Liu and
Eric P. Xing},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Sliced Recursive Transformer},
booktitle = {Computer Vision - {ECCV} 2022: 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13684},
pages = {727--744},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20053-3\_42},
doi = {10.1007/978-3-031-20053-3\_42},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/ShenLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Xiang0ZXH22,
author = {Jiannan Xiang and
Zhengzhong Liu and
Yucheng Zhou and
Eric P. Xing and
Zhiting Hu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{ASDOT:} Any-Shot Data-to-Text Generation with Pretrained Language
Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {1886--1899},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.136},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.136},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Xiang0ZXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DengWHWGSSXH22,
author = {Mingkai Deng and
Jianyu Wang and
Cheng{-}Ping Hsieh and
Yihan Wang and
Han Guo and
Tianmin Shu and
Meng Song and
Eric P. Xing and
Zhiting Hu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {3369--3391},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.222},
doi = {10.18653/V1/2022.EMNLP-MAIN.222},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DengWHWGSSXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuoT0XH22,
author = {Han Guo and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Efficient (Soft) Q-Learning for Text Generation with Limited Good
Data},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {6969--6991},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.518},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.518},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GuoT0XH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangS0LHWXC22,
author = {Xijie Huang and
Zhiqiang Shen and
Shichao Li and
Zechun Liu and
Xianghong Hu and
Jeffry Wicaksana and
Eric P. Xing and
Kwang{-}Ting Cheng},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {{SDQ:} Stochastic Differentiable Quantization with Mixed Precision},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {9295--9309},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/huang22h.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangS0LHWXC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangHWX22,
author = {Haohan Wang and
Zeyi Huang and
Xindi Wu and
Eric P. Xing},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Toward Learning Robust and Invariant Representations with Alignment
Regularization and Data Augmentation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1846--1856},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539438},
doi = {10.1145/3534678.3539438},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangHWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangCGXZLLX22,
author = {Jiaxing Huang and
Kaiwen Cui and
Dayan Guan and
Aoran Xiao and
Fangneng Zhan and
Shijian Lu and
Shengcai Liao and
Eric P. Xing},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Masked Generative Adversarial Networks are Data-Efficient Generation
Learners},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0efcb1885b8534109f95ca82a5319d25-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangCGXZLLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWXZ22,
author = {Dacheng Li and
Hongyi Wang and
Eric P. Xing and
Hao Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{AMP:} Automatically Finding Model Parallel Strategies with Heterogeneity
Awareness},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2b4bfa1cebe78d125fefd7ea6ffcfc6d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiWXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SreenivasanSYGN22,
author = {Kartik Sreenivasan and
Jy{-}yong Sohn and
Liu Yang and
Matthew Grinde and
Alliot Nagle and
Hongyi Wang and
Eric P. Xing and
Kangwook Lee and
Dimitris S. Papailiopoulos},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Rare Gems: Finding Lottery Tickets at Initialization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5d52b102ebd672023628cac20e9da5ff-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SreenivasanSYGN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/ZhengLZZCHWXZXG22,
author = {Lianmin Zheng and
Zhuohan Li and
Hao Zhang and
Yonghao Zhuang and
Zhifeng Chen and
Yanping Huang and
Yida Wang and
Yuanzhong Xu and
Danyang Zhuo and
Eric P. Xing and
Joseph E. Gonzalez and
Ion Stoica},
editor = {Marcos K. Aguilera and
Hakim Weatherspoon},
title = {Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed
Deep Learning},
booktitle = {16th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2022, Carlsbad, CA, USA, July 11-13, 2022},
pages = {559--578},
publisher = {{USENIX} Association},
year = {2022},
url = {https://www.usenix.org/conference/osdi22/presentation/zheng-lianmin},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/osdi/ZhengLZZCHWXZXG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/WangLWX22,
author = {Haohan Wang and
Oscar L. Lopez and
Wei Wu and
Eric P. Xing},
editor = {Itsik Pe'er},
title = {Gene Set Priorization Guided by Regulatory Networks with p-values
through Kernel Mixed Model},
booktitle = {Research in Computational Molecular Biology - 26th Annual International
Conference, {RECOMB} 2022, San Diego, CA, USA, May 22-25, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13278},
pages = {107--125},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-04749-7\_7},
doi = {10.1007/978-3-031-04749-7\_7},
timestamp = {Wed, 18 May 2022 18:07:47 +0200},
biburl = {https://dblp.org/rec/conf/recomb/WangLWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WangHZLX22,
author = {Haohan Wang and
Zeyi Huang and
Hanlin Zhang and
Yong Jae Lee and
Eric P. Xing},
editor = {James Cussens and
Kun Zhang},
title = {Toward learning human-aligned cross-domain robust models by countering
misaligned features},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {2075--2084},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/wang22d.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/WangHZLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00814,
author = {Arnav Chavan and
Zhiqiang Shen and
Zhuang Liu and
Zechun Liu and
Kwang{-}Ting Cheng and
Eric P. Xing},
title = {Vision Transformer Slimming: Multi-Dimension Searching in Continuous
Optimization Space},
journal = {CoRR},
volume = {abs/2201.00814},
year = {2022},
url = {https://arxiv.org/abs/2201.00814},
eprinttype = {arXiv},
eprint = {2201.00814},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12724,
author = {Ziyin Liu and
Hanlin Zhang and
Xiangming Meng and
Yuting Lu and
Eric P. Xing and
Masahito Ueda},
title = {Stochastic Neural Networks with Infinite Width are Deterministic},
journal = {CoRR},
volume = {abs/2201.12724},
year = {2022},
url = {https://arxiv.org/abs/2201.12724},
eprinttype = {arXiv},
eprint = {2201.12724},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01336,
author = {Yi{-}Fan Zhang and
Hanlin Zhang and
Zachary C. Lipton and
Li Erran Li and
Eric P. Xing},
title = {Can Transformers be Strong Treatment Effect Estimators?},
journal = {CoRR},
volume = {abs/2202.01336},
year = {2022},
url = {https://arxiv.org/abs/2202.01336},
eprinttype = {arXiv},
eprint = {2202.01336},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04384,
author = {Zeyi Huang and
Haohan Wang and
Dong Huang and
Yong Jae Lee and
Eric P. Xing},
title = {The Two Dimensions of Worst-case Training and the Integrated Effect
for Out-of-domain Generalization},
journal = {CoRR},
volume = {abs/2204.04384},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04384},
doi = {10.48550/ARXIV.2204.04384},
eprinttype = {arXiv},
eprint = {2204.04384},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12548,
author = {Mingkai Deng and
Jianyu Wang and
Cheng{-}Ping Hsieh and
Yihan Wang and
Han Guo and
Tianmin Shu and
Meng Song and
Eric P. Xing and
Zhiting Hu},
title = {RLPrompt: Optimizing Discrete Text Prompts With Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.12548},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12548},
doi = {10.48550/ARXIV.2205.12548},
eprinttype = {arXiv},
eprint = {2205.12548},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01909,
author = {Haohan Wang and
Zeyi Huang and
Xindi Wu and
Eric P. Xing},
title = {Toward Learning Robust and Invariant Representations with Alignment
Regularization and Data Augmentation},
journal = {CoRR},
volume = {abs/2206.01909},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01909},
doi = {10.48550/ARXIV.2206.01909},
eprinttype = {arXiv},
eprint = {2206.01909},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04459,
author = {Xijie Huang and
Zhiqiang Shen and
Shichao Li and
Zechun Liu and
Xianghong Hu and
Jeffry Wicaksana and
Eric P. Xing and
Kwang{-}Ting Cheng},
title = {{SDQ:} Stochastic Differentiable Quantization with Mixed Precision},
journal = {CoRR},
volume = {abs/2206.04459},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04459},
doi = {10.48550/ARXIV.2206.04459},
eprinttype = {arXiv},
eprint = {2206.04459},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14268,
author = {Shibo Hao and
Bowen Tan and
Kaiwen Tang and
Hengzhe Zhang and
Eric P. Xing and
Zhiting Hu},
title = {BertNet: Harvesting Knowledge Graphs from Pretrained Language Models},
journal = {CoRR},
volume = {abs/2206.14268},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14268},
doi = {10.48550/ARXIV.2206.14268},
eprinttype = {arXiv},
eprint = {2206.14268},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02849,
author = {Sang Keun Choe and
Willie Neiswanger and
Pengtao Xie and
Eric P. Xing},
title = {Betty: An Automatic Differentiation Library for Multilevel Optimization},
journal = {CoRR},
volume = {abs/2207.02849},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02849},
doi = {10.48550/ARXIV.2207.02849},
eprinttype = {arXiv},
eprint = {2207.02849},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08943,
author = {Yifan Zhong and
Haohan Wang and
Eric P. Xing},
title = {MRCLens: an {MRC} Dataset Bias Detection Toolkit},
journal = {CoRR},
volume = {abs/2207.08943},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08943},
doi = {10.48550/ARXIV.2207.08943},
eprinttype = {arXiv},
eprint = {2207.08943},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08944,
author = {Chonghan Chen and
Haohan Wang and
Leyang Hu and
Yuhao Zhang and
Shuguang Lyu and
Jingcheng Wu and
Xinnuo Li and
Linjing Sun and
Eric P. Xing},
title = {Robustar: Interactive Toolbox Supporting Precise Data Annotation for
Robust Vision Learning},
journal = {CoRR},
volume = {abs/2207.08944},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08944},
doi = {10.48550/ARXIV.2207.08944},
eprinttype = {arXiv},
eprint = {2207.08944},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-14172,
author = {Gongjie Zhang and
Zhipeng Luo and
Yingchen Yu and
Jiaxing Huang and
Kaiwen Cui and
Shijian Lu and
Eric P. Xing},
title = {Semantic-Aligned Matching for Enhanced {DETR} Convergence and Multi-Scale
Feature Fusion},
journal = {CoRR},
volume = {abs/2207.14172},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.14172},
doi = {10.48550/ARXIV.2207.14172},
eprinttype = {arXiv},
eprint = {2207.14172},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-14172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00219,
author = {Gongjie Zhang and
Zhipeng Luo and
Kaiwen Cui and
Shijian Lu and
Eric P. Xing},
title = {Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation
Exploitation},
journal = {CoRR},
volume = {abs/2208.00219},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.00219},
doi = {10.48550/ARXIV.2208.00219},
eprinttype = {arXiv},
eprint = {2208.00219},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-00219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04325,
author = {Jiannan Xiang and
Zhengzhong Liu and
Yucheng Zhou and
Eric P. Xing and
Zhiting Hu},
title = {{ASDOT:} Any-Shot Data-to-Text Generation with Pretrained Language
Models},
journal = {CoRR},
volume = {abs/2210.04325},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04325},
doi = {10.48550/ARXIV.2210.04325},
eprinttype = {arXiv},
eprint = {2210.04325},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07297,
author = {Dacheng Li and
Hongyi Wang and
Eric P. Xing and
Hao Zhang},
title = {{AMP:} Automatically Finding Model Parallel Strategies with Heterogeneity
Awareness},
journal = {CoRR},
volume = {abs/2210.07297},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07297},
doi = {10.48550/ARXIV.2210.07297},
eprinttype = {arXiv},
eprint = {2210.07297},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11456,
author = {Kirill Vishniakov and
Eric P. Xing and
Zhiqiang Shen},
title = {MixMask: Revisiting Masked Siamese Self-supervised Learning in Asymmetric
Distance},
journal = {CoRR},
volume = {abs/2210.11456},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11456},
doi = {10.48550/ARXIV.2210.11456},
eprinttype = {arXiv},
eprint = {2210.11456},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01452,
author = {Dacheng Li and
Rulin Shao and
Hongyi Wang and
Han Guo and
Eric P. Xing and
Hao Zhang},
title = {MPCFormer: fast, performant and private Transformer inference with
{MPC}},
journal = {CoRR},
volume = {abs/2211.01452},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01452},
doi = {10.48550/ARXIV.2211.01452},
eprinttype = {arXiv},
eprint = {2211.01452},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05322,
author = {Yonghao Zhuang and
Hexu Zhao and
Lianmin Zheng and
Zhuohan Li and
Eric P. Xing and
Qirong Ho and
Joseph E. Gonzalez and
Ion Stoica and
Hao Zhang},
title = {On Optimizing the Communication of Model Parallelism},
journal = {CoRR},
volume = {abs/2211.05322},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05322},
doi = {10.48550/ARXIV.2211.05322},
eprinttype = {arXiv},
eprint = {2211.05322},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04875,
author = {Minh{-}Long Luu and
Zeyi Huang and
Eric P. Xing and
Yong Jae Lee and
Haohan Wang},
title = {Expeditious Saliency-guided Mix-up through Random Gradient Thresholding},
journal = {CoRR},
volume = {abs/2212.04875},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04875},
doi = {10.48550/ARXIV.2212.04875},
eprinttype = {arXiv},
eprint = {2212.04875},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08686,
author = {Hanlin Zhang and
Yi{-}Fan Zhang and
Li Erran Li and
Eric P. Xing},
title = {The Impact of Symbolic Representations on In-context Learning for
Few-shot Reasoning},
journal = {CoRR},
volume = {abs/2212.08686},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08686},
doi = {10.48550/ARXIV.2212.08686},
eprinttype = {arXiv},
eprint = {2212.08686},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DuWZZCZXX21,
author = {Xuefeng Du and
Haohan Wang and
Zhenxi Zhu and
Xiangrui Zeng and
Yi{-}Wei Chang and
Jing Zhang and
Eric P. Xing and
Min Xu},
title = {Active learning to classify macromolecular structures in situ for
less supervision in cryo-electron tomography},
journal = {Bioinform.},
volume = {37},
number = {16},
pages = {2340--2346},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab123},
doi = {10.1093/BIOINFORMATICS/BTAB123},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/DuWZZCZXX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WangPVBWX21,
author = {Haohan Wang and
Fen Pei and
Michael M. Vanyukov and
Ivet Bahar and
Wei Wu and
Eric P. Xing},
title = {Coupled mixed model for joint genetic analysis of complex disorders
with two independently collected data sets},
journal = {{BMC} Bioinform.},
volume = {22},
number = {1},
pages = {50},
year = {2021},
url = {https://doi.org/10.1186/s12859-021-03959-2},
doi = {10.1186/S12859-021-03959-2},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WangPVBWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/GeWAXB21,
author = {Songwei Ge and
Haohan Wang and
Amir Alavi and
Eric P. Xing and
Ziv Bar{-}Joseph},
title = {Supervised Adversarial Alignment of Single-Cell RNA-seq Data},
journal = {J. Comput. Biol.},
volume = {28},
number = {5},
pages = {501--513},
year = {2021},
url = {https://doi.org/10.1089/cmb.2020.0439},
doi = {10.1089/CMB.2020.0439},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/GeWAXB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BangXL0X21,
author = {Seo{-}Jin Bang and
Pengtao Xie and
Heewook Lee and
Wei Wu and
Eric P. Xing},
title = {Explaining {A} Black-box By Using {A} Deep Variational Information
Bottleneck Approach},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {11396--11404},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i13.17358},
doi = {10.1609/AAAI.V35I13.17358},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BangXL0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenTQLLXL21,
author = {Jiaqi Chen and
Jianheng Tang and
Jinghui Qin and
Xiaodan Liang and
Lingbo Liu and
Eric P. Xing and
Liang Lin},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {GeoQA: {A} Geometric Question Answering Benchmark Towards Multimodal
Numerical Reasoning},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {513--523},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.46},
doi = {10.18653/V1/2021.FINDINGS-ACL.46},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenTQLLXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HeCWZMXX20,
author = {Xuehai He and
Zhuo Cai and
Wenlan Wei and
Yichen Zhang and
Luntian Mou and
Eric P. Xing and
Pengtao Xie},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Towards Visual Question Answering on Pathology Images},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {708--718},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.90},
doi = {10.18653/V1/2021.ACL-SHORT.90},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HeCWZMXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouLTZYHJCCYZW20,
author = {Meng Zhou and
Zechen Li and
Bowen Tan and
Guangtao Zeng and
Wenmian Yang and
Xuehai He and
Zeqian Ju and
Subrato Chakravorty and
Shu Chen and
Xingyi Yang and
Yichen Zhang and
Qingyang Wu and
Zhou Yu and
Kun Xu and
Eric P. Xing and
Pengtao Xie},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {On the Generation of Medical Dialogs for {COVID-19}},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {886--896},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.112},
doi = {10.18653/V1/2021.ACL-SHORT.112},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhouLTZYHJCCYZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Al-ShedivatLXT21,
author = {Maruan Al{-}Shedivat and
Liam Li and
Eric P. Xing and
Ameet Talwalkar},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {On Data Efficiency of Meta-learning},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1369--1377},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/al-shedivat21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Al-ShedivatLXT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YaoWAX21,
author = {Huaxiu Yao and
Yingxin Wu and
Maruan Al{-}Shedivat and
Eric P. Xing},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Knowledge-Aware Meta-learning for Low-Resource Text Classification},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1814--1821},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.136},
doi = {10.18653/V1/2021.EMNLP-MAIN.136},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YaoWAX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DengTLXH21,
author = {Mingkai Deng and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Compression, Transduction, and Creation: {A} Unified Framework for
Evaluating Natural Language Generation},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7580--7605},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.599},
doi = {10.18653/V1/2021.EMNLP-MAIN.599},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DengTLXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Al-ShedivatGXR21,
author = {Maruan Al{-}Shedivat and
Jennifer Gillenwater and
Eric P. Xing and
Afshin Rostamizadeh},
title = {Federated Learning via Posterior Averaging: {A} New Perspective and
Practical Algorithms},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=GFsU8a0sGB},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Al-ShedivatGXR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BoeckingNXD21,
author = {Benedikt Boecking and
Willie Neiswanger and
Eric P. Xing and
Artur Dubrawski},
title = {Interactive Weak Supervision: Learning Useful Heuristics for Data
Labeling},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=IDFQI9OY6K},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BoeckingNXD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TanYAXH21,
author = {Bowen Tan and
Zichao Yang and
Maruan Al{-}Shedivat and
Eric P. Xing and
Zhiting Hu},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Progressive Generation of Long Text with Pretrained Language Models},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {4313--4324},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.341},
doi = {10.18653/V1/2021.NAACL-MAIN.341},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/TanYAXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenSEXS21,
author = {Xinshi Chen and
Haoran Sun and
Caleb Ellington and
Eric P. Xing and
Le Song},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Multi-task Learning of Order-Consistent Causal Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11083--11095},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/5c3a3b139a11689e0bc55abd95e20e39-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenSEXS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/QiaoCSNH0GX21,
author = {Aurick Qiao and
Sang Keun Choe and
Suhas Jayaram Subramanya and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
editor = {Angela Demke Brown and
Jay R. Lorch},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2021, July 14-16, 2021},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/osdi21/presentation/qiao},
timestamp = {Thu, 12 Aug 2021 18:19:16 +0200},
biburl = {https://dblp.org/rec/conf/osdi/QiaoCSNH0GX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03989,
author = {Alexander Lavin and
Ciar{\'{a}}n M. Gilligan{-}Lee and
Alessya Visnjic and
Siddha Ganju and
Dava Newman and
Sujoy Ganguly and
Danny Lange and
Atilim G{\"{u}}nes Baydin and
Amit Sharma and
Adam Gibson and
Yarin Gal and
Eric P. Xing and
Chris Mattmann and
James Parr},
title = {Technology Readiness Levels for Machine Learning Systems},
journal = {CoRR},
volume = {abs/2101.03989},
year = {2021},
url = {https://arxiv.org/abs/2101.03989},
eprinttype = {arXiv},
eprint = {2101.03989},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00127,
author = {Maruan Al{-}Shedivat and
Liam Li and
Eric Poe Xing and
Ameet Talwalkar},
title = {On Data Efficiency of Meta-learning},
journal = {CoRR},
volume = {abs/2102.00127},
year = {2021},
url = {https://arxiv.org/abs/2102.00127},
eprinttype = {arXiv},
eprint = {2102.00127},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12040,
author = {Xuefeng Du and
Haohan Wang and
Zhenxi Zhu and
Xiangrui Zeng and
Yi{-}Wei Chang and
Jing Zhang and
Eric Poe Xing and
Min Xu},
title = {Active Learning to Classify Macromolecular Structures in situ for
Less Supervision in Cryo-Electron Tomography},
journal = {CoRR},
volume = {abs/2102.12040},
year = {2021},
url = {https://arxiv.org/abs/2102.12040},
eprinttype = {arXiv},
eprint = {2102.12040},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01834,
author = {Zhengzhong Liu and
Guanxiong Ding and
Avinash Bukkittu and
Mansi Gupta and
Pengzhi Gao and
Atif Ahmed and
Shikun Zhang and
Xin Gao and
Swapnil Singhavi and
Linwei Li and
Wei Wei and
Zecong Hu and
Haoran Shi and
Xiaodan Liang and
Teruko Mitamura and
Eric P. Xing and
Zhiting Hu},
title = {A Data-Centric Framework for Composable {NLP} Workflows},
journal = {CoRR},
volume = {abs/2103.01834},
year = {2021},
url = {https://arxiv.org/abs/2103.01834},
eprinttype = {arXiv},
eprint = {2103.01834},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09580,
author = {Nanqing Dong and
Michael Kampffmeyer and
Irina Voiculescu and
Eric P. Xing},
title = {Negational Symmetry of Quantum Neural Networks for Binary Pattern
Classification},
journal = {CoRR},
volume = {abs/2105.09580},
year = {2021},
url = {https://arxiv.org/abs/2105.09580},
eprinttype = {arXiv},
eprint = {2105.09580},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14517,
author = {Jiaqi Chen and
Jianheng Tang and
Jinghui Qin and
Xiaodan Liang and
Lingbo Liu and
Eric P. Xing and
Liang Lin},
title = {GeoQA: {A} Geometric Question Answering Benchmark Towards Multimodal
Numerical Reasoning},
journal = {CoRR},
volume = {abs/2105.14517},
year = {2021},
url = {https://arxiv.org/abs/2105.14517},
eprinttype = {arXiv},
eprint = {2105.14517},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07704,
author = {Han Guo and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Text Generation with Efficient (Soft) Q-Learning},
journal = {CoRR},
volume = {abs/2106.07704},
year = {2021},
url = {https://arxiv.org/abs/2106.07704},
eprinttype = {arXiv},
eprint = {2106.07704},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09179,
author = {Yuxin Xiao and
Eric P. Xing and
Willie Neiswanger},
title = {Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter
Recommendation},
journal = {CoRR},
volume = {abs/2106.09179},
year = {2021},
url = {https://arxiv.org/abs/2106.09179},
eprinttype = {arXiv},
eprint = {2106.09179},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09645,
author = {Shuai Lin and
Pan Zhou and
Zi{-}Yuan Hu and
Shuojia Wang and
Ruihui Zhao and
Yefeng Zheng and
Liang Lin and
Eric P. Xing and
Xiaodan Liang},
title = {Prototypical Graph Contrastive Learning},
journal = {CoRR},
volume = {abs/2106.09645},
year = {2021},
url = {https://arxiv.org/abs/2106.09645},
eprinttype = {arXiv},
eprint = {2106.09645},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07783,
author = {Zhiting Hu and
Eric P. Xing},
title = {Panoramic Learning with {A} Standardized Machine Learning Formalism},
journal = {CoRR},
volume = {abs/2108.07783},
year = {2021},
url = {https://arxiv.org/abs/2108.07783},
eprinttype = {arXiv},
eprint = {2108.07783},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04707,
author = {Huaxiu Yao and
Yingxin Wu and
Maruan Al{-}Shedivat and
Eric P. Xing},
title = {Knowledge-Aware Meta-learning for Low-Resource Text Classification},
journal = {CoRR},
volume = {abs/2109.04707},
year = {2021},
url = {https://arxiv.org/abs/2109.04707},
eprinttype = {arXiv},
eprint = {2109.04707},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06379,
author = {Mingkai Deng and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Compression, Transduction, and Creation: {A} Unified Framework for
Evaluating Natural Language Generation},
journal = {CoRR},
volume = {abs/2109.06379},
year = {2021},
url = {https://arxiv.org/abs/2109.06379},
eprinttype = {arXiv},
eprint = {2109.06379},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02784,
author = {Zhaoming Qin and
Nanqing Dong and
Eric P. Xing and
Junwei Cao},
title = {Cooperative Multi-Agent Actor-Critic for Privacy-Preserving Load Scheduling
in a Residential Microgrid},
journal = {CoRR},
volume = {abs/2110.02784},
year = {2021},
url = {https://arxiv.org/abs/2110.02784},
eprinttype = {arXiv},
eprint = {2110.02784},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05231,
author = {Shentong Mo and
Xi Fu and
Chenyang Hong and
Yizhen Chen and
Yuxuan Zheng and
Xiangru Tang and
Zhiqiang Shen and
Eric P. Xing and
Yanyan Lan},
title = {Multi-modal Self-supervised Pre-training for Regulatory Genome Across
Cell Types},
journal = {CoRR},
volume = {abs/2110.05231},
year = {2021},
url = {https://arxiv.org/abs/2110.05231},
eprinttype = {arXiv},
eprint = {2110.05231},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01104,
author = {Benjamin J. Lengerich and
Caleb Ellington and
Bryon Aragam and
Eric P. Xing and
Manolis Kellis},
title = {{NOTMAD:} Estimating Bayesian Networks with Sample-Specific Structures
and Parameters},
journal = {CoRR},
volume = {abs/2111.01104},
year = {2021},
url = {https://arxiv.org/abs/2111.01104},
eprinttype = {arXiv},
eprint = {2111.01104},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02545,
author = {Xinshi Chen and
Haoran Sun and
Caleb Ellington and
Eric P. Xing and
Le Song},
title = {Multi-task Learning of Order-Consistent Causal Graphs},
journal = {CoRR},
volume = {abs/2111.02545},
year = {2021},
url = {https://arxiv.org/abs/2111.02545},
eprinttype = {arXiv},
eprint = {2111.02545},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03739,
author = {Haohan Wang and
Bryon Aragam and
Eric P. Xing},
title = {Tradeoffs of Linear Mixed Models in Genome-wide Association Studies},
journal = {CoRR},
volume = {abs/2111.03739},
year = {2021},
url = {https://arxiv.org/abs/2111.03739},
eprinttype = {arXiv},
eprint = {2111.03739},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03740,
author = {Haohan Wang and
Zeyi Huang and
Hanlin Zhang and
Eric Poe Xing},
title = {Toward Learning Human-aligned Cross-domain Robust Models by Countering
Misaligned Features},
journal = {CoRR},
volume = {abs/2111.03740},
year = {2021},
url = {https://arxiv.org/abs/2111.03740},
eprinttype = {arXiv},
eprint = {2111.03740},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05297,
author = {Zhiqiang Shen and
Zechun Liu and
Eric P. Xing},
title = {Sliced Recursive Transformer},
journal = {CoRR},
volume = {abs/2111.05297},
year = {2021},
url = {https://arxiv.org/abs/2111.05297},
eprinttype = {arXiv},
eprint = {2111.05297},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06353,
author = {Bhanu Garg and
Li Zhang and
Pradyumna Sridhara and
Ramtin Hosseini and
Eric P. Xing and
Pengtao Xie},
title = {Learning from Mistakes - {A} Framework for Neural Architecture Search},
journal = {CoRR},
volume = {abs/2111.06353},
year = {2021},
url = {https://arxiv.org/abs/2111.06353},
eprinttype = {arXiv},
eprint = {2111.06353},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13839,
author = {Hanlin Zhang and
Yi{-}Fan Zhang and
Weiyang Liu and
Adrian Weller and
Bernhard Sch{\"{o}}lkopf and
Eric P. Xing},
title = {Towards Principled Disentanglement for Domain Generalization},
journal = {CoRR},
volume = {abs/2111.13839},
year = {2021},
url = {https://arxiv.org/abs/2111.13839},
eprinttype = {arXiv},
eprint = {2111.13839},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14826,
author = {Zechun Liu and
Kwang{-}Ting Cheng and
Dong Huang and
Eric P. Xing and
Zhiqiang Shen},
title = {Nonuniform-to-Uniform Quantization: Towards Accurate Quantization
via Generalized Straight-Through Estimation},
journal = {CoRR},
volume = {abs/2111.14826},
year = {2021},
url = {https://arxiv.org/abs/2111.14826},
eprinttype = {arXiv},
eprint = {2111.14826},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01528,
author = {Zhiqiang Shen and
Eric P. Xing},
title = {A Fast Knowledge Distillation Framework for Visual Recognition},
journal = {CoRR},
volume = {abs/2112.01528},
year = {2021},
url = {https://arxiv.org/abs/2112.01528},
eprinttype = {arXiv},
eprint = {2112.01528},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02086,
author = {Zechun Liu and
Zhiqiang Shen and
Yun Long and
Eric P. Xing and
Kwang{-}Ting Cheng and
Chas Leichner},
title = {Data-Free Neural Architecture Search via Recursive Label Calibration},
journal = {CoRR},
volume = {abs/2112.02086},
year = {2021},
url = {https://arxiv.org/abs/2112.02086},
eprinttype = {arXiv},
eprint = {2112.02086},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/KadambiWX20,
author = {Shreya Kadambi and
Zeya Wang and
Eric P. Xing},
title = {{WGAN} domain adaptation for the joint optic disc-and-cup segmentation
in fundus images},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {15},
number = {7},
pages = {1205--1213},
year = {2020},
url = {https://doi.org/10.1007/s11548-020-02144-9},
doi = {10.1007/S11548-020-02144-9},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/KadambiWX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KandasamyVNPC0P20,
author = {Kirthevasan Kandasamy and
Karun Raju Vysyaraju and
Willie Neiswanger and
Biswajit Paria and
Christopher R. Collins and
Jeff Schneider and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing},
title = {Tuning Hyperparameters without Grad Students: Scalable and Robust
Bayesian Optimisation with Dragonfly},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {81:1--81:27},
year = {2020},
url = {https://jmlr.org/papers/v21/18-223.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KandasamyVNPC0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Al-ShedivatDX20,
author = {Maruan Al{-}Shedivat and
Avinava Dubey and
Eric P. Xing},
title = {Contextual Explanation Networks},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {194:1--194:44},
year = {2020},
url = {https://jmlr.org/papers/v21/18-856.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Al-ShedivatDX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlst/TranNYZXU20,
author = {Kevin Tran and
Willie Neiswanger and
Junwoong Yoon and
Qingyang Zhang and
Eric P. Xing and
Zachary W. Ulissi},
title = {Methods for comparing uncertainty quantifications for material property
predictions},
journal = {Mach. Learn. Sci. Technol.},
volume = {1},
number = {2},
pages = {25006},
year = {2020},
url = {https://doi.org/10.1088/2632-2153/ab7e1a},
doi = {10.1088/2632-2153/AB7E1A},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlst/TranNYZXU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ZhengWZGXX20,
author = {Yumin Zheng and
Haohan Wang and
Yang Zhang and
Xin Gao and
Eric P. Xing and
Min Xu},
title = {Poly(A)-DG: {A} deep-learning-based domain generalization method to
identify cross-species Poly(A) signal without prior knowledge from
target species},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {11},
pages = {1008297},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1008297},
doi = {10.1371/JOURNAL.PCBI.1008297},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/ZhengWZGXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhangLZTX20,
author = {Yujia Zhang and
Xiaodan Liang and
Dingwen Zhang and
Min Tan and
Eric P. Xing},
title = {Unsupervised object-level video summarization with online motion auto-encoder},
journal = {Pattern Recognit. Lett.},
volume = {130},
pages = {376--385},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2018.07.030},
doi = {10.1016/J.PATREC.2018.07.030},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ZhangLZTX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KorovinaXKNPSX20,
author = {Ksenia Korovina and
Sailun Xu and
Kirthevasan Kandasamy and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff Schneider and
Eric P. Xing},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable
Recommendations},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3393--3403},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/korovina20a.html},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/KorovinaXKNPSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhengDARX20,
author = {Xun Zheng and
Chen Dan and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Learning Sparse Nonparametric DAGs},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3414--3425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zheng20a.html},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhengDARX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DubeyZXW20,
author = {Kumar Avinava Dubey and
Michael Minyi Zhang and
Eric P. Xing and
Sinead Williamson},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Distributed, partially collapsed {MCMC} for Bayesian Nonparametrics},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3685--3695},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/dubey20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DubeyZXW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangWHX20,
author = {Haohan Wang and
Xindi Wu and
Zeyi Huang and
Eric P. Xing},
title = {High-Frequency Component Helps Explain the Generalization of Convolutional
Neural Networks},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {8681--8691},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Wang\_High-Frequency\_Component\_Helps\_Explain\_the\_Generalization\_of\_Convolutional\_Neural\_Networks\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00871},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangWHX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/WangJNDXX20,
author = {Zeya Wang and
Baoyu Jing and
Yang Ni and
Nanqing Dong and
Pengtao Xie and
Eric P. Xing},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Adversarial Domain Adaptation Being Aware of Class Relationships},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1579--1586},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200267},
doi = {10.3233/FAIA200267},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/WangJNDXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HuangWXH20,
author = {Zeyi Huang and
Haohan Wang and
Eric P. Xing and
Dong Huang},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Self-challenging Improves Cross-Domain Generalization},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12347},
pages = {124--140},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58536-5\_8},
doi = {10.1007/978-3-030-58536-5\_8},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HuangWXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuDBGGAZGSLWHS20,
author = {Zhengzhong Liu and
Guanxiong Ding and
Avinash Bukkittu and
Mansi Gupta and
Pengzhi Gao and
Atif Ahmed and
Shikun Zhang and
Xin Gao and
Swapnil Singhavi and
Linwei Li and
Wei Wei and
Zecong Hu and
Haoran Shi and
Xiaodan Liang and
Teruko Mitamura and
Eric P. Xing and
Zhiting Hu},
editor = {Qun Liu and
David Schlangen},
title = {A Data-Centric Framework for Composable {NLP} Workflows},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
Online, November 16-20, 2020},
pages = {197--204},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-demos.26},
doi = {10.18653/V1/2020.EMNLP-DEMOS.26},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuDBGGAZGSLWHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinWYLXXH20,
author = {Shuai Lin and
Wentao Wang and
Zichao Yang and
Xiaodan Liang and
Frank F. Xu and
Eric P. Xing and
Zhiting Hu},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Record-to-Text Generation with Style Imitation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1589--1598},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.144},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.144},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LinWYLXXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TanQXH20,
author = {Bowen Tan and
Lianhui Qin and
Eric P. Xing and
Zhiting Hu},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Summarizing Text on Any Aspects: {A} Knowledge-Informed Weakly-Supervised
Approach},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6301--6309},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.510},
doi = {10.18653/V1/2020.EMNLP-MAIN.510},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TanQXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SongZSXX20,
author = {Congzheng Song and
Shanghang Zhang and
Najmeh Sadoughi and
Pengtao Xie and
Eric P. Xing},
editor = {Christian Bessiere},
title = {Generalized Zero-Shot Text Classification for {ICD} Coding},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4018--4024},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/556},
doi = {10.24963/IJCAI.2020/556},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SongZSXX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuX20,
author = {Zhiting Hu and
Eric P. Xing},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Learning from All Types of Experiences: {A} Unifying Machine Learning
Perspective},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3531--3532},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406462},
doi = {10.1145/3394486.3406462},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0025LDLCX20,
author = {Hao Zhang and
Yuan Li and
Zhijie Deng and
Xiaodan Liang and
Lawrence Carin and
Eric P. Xing},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep
Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0a2298a72858d90d5c4b4fee954b6896-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0025LDLCX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PlumbACPXT20,
author = {Gregory Plumb and
Maruan Al{-}Shedivat and
{\'{A}}ngel Alexander Cabrera and
Adam Perer and
Eric P. Xing and
Ameet Talwalkar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Regularizing Black-box Models for Improved Interpretability},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/770f8e448d07586afbf77bb59f698587-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PlumbACPXT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuZWXH20,
author = {Yue Wu and
Pan Zhou and
Andrew Gordon Wilson and
Eric P. Xing and
Zhiting Hu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Improving {GAN} Training with Probability Ratio Clipping and Sample
Reweighting},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/3eb46aa5d93b7a5939616af91addfa88-Abstract.html},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuZWXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/GeWAXB20,
author = {Songwei Ge and
Haohan Wang and
Amir Alavi and
Eric P. Xing and
Ziv Bar{-}Joseph},
editor = {Russell Schwartz},
title = {Supervised Adversarial Alignment of Single-Cell RNA-seq Data},
booktitle = {Research in Computational Molecular Biology - 24th Annual International
Conference, {RECOMB} 2020, Padua, Italy, May 10-13, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12074},
pages = {72--87},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-45257-5\_5},
doi = {10.1007/978-3-030-45257-5\_5},
timestamp = {Tue, 21 Apr 2020 12:14:30 +0200},
biburl = {https://dblp.org/rec/conf/recomb/GeWAXB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05591,
author = {Avinava Dubey and
Michael Minyi Zhang and
Eric P. Xing and
Sinead A. Williamson},
title = {Distributed, partially collapsed {MCMC} for Bayesian Nonparametrics},
journal = {CoRR},
volume = {abs/2001.05591},
year = {2020},
url = {https://arxiv.org/abs/2001.05591},
eprinttype = {arXiv},
eprint = {2001.05591},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10286,
author = {Xuehai He and
Yichen Zhang and
Luntian Mou and
Eric P. Xing and
Pengtao Xie},
title = {PathVQA: 30000+ Questions for Medical Visual Question Answering},
journal = {CoRR},
volume = {abs/2003.10286},
year = {2020},
url = {https://arxiv.org/abs/2003.10286},
eprinttype = {arXiv},
eprint = {2003.10286},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03473,
author = {Emmanouil Antonios Platanios and
Maruan Al{-}Shedivat and
Eric P. Xing and
Tom M. Mitchell},
title = {Learning from Imperfect Annotations},
journal = {CoRR},
volume = {abs/2004.03473},
year = {2020},
url = {https://arxiv.org/abs/2004.03473},
eprinttype = {arXiv},
eprint = {2004.03473},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12274,
author = {Baoyu Jing and
Zeya Wang and
Eric P. Xing},
title = {Show, Describe and Conclude: On Exploiting the Structure Information
of Chest X-Ray Reports},
journal = {CoRR},
volume = {abs/2004.12274},
year = {2020},
url = {https://arxiv.org/abs/2004.12274},
eprinttype = {arXiv},
eprint = {2004.12274},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05442,
author = {Wenmian Yang and
Guangtao Zeng and
Bowen Tan and
Zeqian Ju and
Subrato Chakravorty and
Xuehai He and
Shu Chen and
Xingyi Yang and
Qingyang Wu and
Zhou Yu and
Eric P. Xing and
Pengtao Xie},
title = {On the Generation of Medical Dialogues for {COVID-19}},
journal = {CoRR},
volume = {abs/2005.05442},
year = {2020},
url = {https://arxiv.org/abs/2005.05442},
eprinttype = {arXiv},
eprint = {2005.05442},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06900,
author = {Yue Wu and
Pan Zhou and
Andrew Gordon Wilson and
Eric P. Xing and
Zhiting Hu},
title = {Improving {GAN} Training with Probability Ratio Clipping and Sample
Reweighting},
journal = {CoRR},
volume = {abs/2006.06900},
year = {2020},
url = {https://arxiv.org/abs/2006.06900},
eprinttype = {arXiv},
eprint = {2006.06900},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10552,
author = {Xingyi Yang and
Nandiraju Gireesh and
Eric P. Xing and
Pengtao Xie},
title = {XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology
Reports},
journal = {CoRR},
volume = {abs/2006.10552},
year = {2020},
url = {https://arxiv.org/abs/2006.10552},
eprinttype = {arXiv},
eprint = {2006.10552},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15720,
author = {Bowen Tan and
Zichao Yang and
Maruan Al{-}Shedivat and
Eric P. Xing and
Zhiting Hu},
title = {Progressive Generation of Long Text},
journal = {CoRR},
volume = {abs/2006.15720},
year = {2020},
url = {https://arxiv.org/abs/2006.15720},
eprinttype = {arXiv},
eprint = {2006.15720},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00823,
author = {Benjamin J. Lengerich and
Eric P. Xing and
Rich Caruana},
title = {On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks},
journal = {CoRR},
volume = {abs/2007.00823},
year = {2020},
url = {https://arxiv.org/abs/2007.00823},
eprinttype = {arXiv},
eprint = {2007.00823},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02454,
author = {Zeyi Huang and
Haohan Wang and
Eric P. Xing and
Dong Huang},
title = {Self-Challenging Improves Cross-Domain Generalization},
journal = {CoRR},
volume = {abs/2007.02454},
year = {2020},
url = {https://arxiv.org/abs/2007.02454},
eprinttype = {arXiv},
eprint = {2007.02454},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12260,
author = {Aurick Qiao and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
journal = {CoRR},
volume = {abs/2008.12260},
year = {2020},
url = {https://arxiv.org/abs/2008.12260},
eprinttype = {arXiv},
eprint = {2008.12260},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05273,
author = {Maruan Al{-}Shedivat and
Jennifer Gillenwater and
Eric P. Xing and
Afshin Rostamizadeh},
title = {Federated Learning via Posterior Averaging: {A} New Perspective and
Practical Algorithms},
journal = {CoRR},
volume = {abs/2010.05273},
year = {2020},
url = {https://arxiv.org/abs/2010.05273},
eprinttype = {arXiv},
eprint = {2010.05273},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06792,
author = {Bowen Tan and
Lianhui Qin and
Eric P. Xing and
Zhiting Hu},
title = {Summarizing Text on Any Aspects: {A} Knowledge-Informed Weakly-Supervised
Approach},
journal = {CoRR},
volume = {abs/2010.06792},
year = {2020},
url = {https://arxiv.org/abs/2010.06792},
eprinttype = {arXiv},
eprint = {2010.06792},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09997,
author = {Haohan Wang and
Peiyan Zhang and
Eric P. Xing},
title = {Word Shape Matters: Robust Machine Translation with Visual Embedding},
journal = {CoRR},
volume = {abs/2010.09997},
year = {2020},
url = {https://arxiv.org/abs/2010.09997},
eprinttype = {arXiv},
eprint = {2010.09997},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12435,
author = {Xuehai He and
Zhuo Cai and
Wenlan Wei and
Yichen Zhang and
Luntian Mou and
Eric P. Xing and
Pengtao Xie},
title = {Pathological Visual Question Answering},
journal = {CoRR},
volume = {abs/2010.12435},
year = {2020},
url = {https://arxiv.org/abs/2010.12435},
eprinttype = {arXiv},
eprint = {2010.12435},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12609,
author = {Hanlin Zhang and
Shuai Lin and
Weiyang Liu and
Pan Zhou and
Jian Tang and
Xiaodan Liang and
Eric P. Xing},
title = {Iterative Graph Self-Distillation},
journal = {CoRR},
volume = {abs/2010.12609},
year = {2020},
url = {https://arxiv.org/abs/2010.12609},
eprinttype = {arXiv},
eprint = {2010.12609},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13052,
author = {Haohan Wang and
Zeyi Huang and
Xindi Wu and
Eric P. Xing},
title = {Squared {\unicode{120001}}\({}_{\mbox{2}}\) Norm as Consistency Loss
for Leveraging Augmented Data to Learn Robust and Invariant Representations},
journal = {CoRR},
volume = {abs/2011.13052},
year = {2020},
url = {https://arxiv.org/abs/2011.13052},
eprinttype = {arXiv},
eprint = {2011.13052},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14164,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Min Xu and
Irina Voiculescu and
Eric P. Xing},
title = {Towards Robust Medical Image Segmentation on Small-Scale Data with
Incomplete Labels},
journal = {CoRR},
volume = {abs/2011.14164},
year = {2020},
url = {https://arxiv.org/abs/2011.14164},
eprinttype = {arXiv},
eprint = {2011.14164},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06046,
author = {Benedikt Boecking and
Willie Neiswanger and
Eric Poe Xing and
Artur Dubrawski},
title = {Interactive Weak Supervision: Learning Useful Heuristics for Data
Labeling},
journal = {CoRR},
volume = {abs/2012.06046},
year = {2020},
url = {https://arxiv.org/abs/2012.06046},
eprinttype = {arXiv},
eprint = {2012.06046},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09610,
author = {Hongbo Zou and
Guangjing Chen and
Pengtao Xie and
Sean Chen and
Yongtian He and
Hochih Huang and
Zheng Nie and
Hongbao Zhang and
Tristan Bala and
Kazi Tulip and
Yuqi Wang and
Shenlin Qin and
Eric P. Xing},
title = {Validate and Enable Machine Learning in Industrial {AI}},
journal = {CoRR},
volume = {abs/2012.09610},
year = {2020},
url = {https://arxiv.org/abs/2012.09610},
eprinttype = {arXiv},
eprint = {2012.09610},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangLAX19,
author = {Haohan Wang and
Benjamin J. Lengerich and
Bryon Aragam and
Eric P. Xing},
title = {Precision Lasso: accounting for correlations and linear dependencies
in high-dimensional genomic data},
journal = {Bioinform.},
volume = {35},
number = {7},
pages = {1181--1187},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty750},
doi = {10.1093/BIOINFORMATICS/BTY750},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangLAX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WangYYWX19,
author = {Haohan Wang and
Tianwei Yue and
Jingkang Yang and
Wei Wu and
Eric P. Xing},
title = {Deep mixed model for marginal epistasis detection and population stratification
correction in genome-wide association studies},
journal = {{BMC} Bioinform.},
volume = {20-S},
number = {23},
pages = {656},
year = {2019},
url = {https://doi.org/10.1186/s12859-019-3300-9},
doi = {10.1186/S12859-019-3300-9},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WangYYWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coling/SachanDHMRX19,
author = {Mrinmaya Sachan and
Avinava Dubey and
Eduard H. Hovy and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
title = {Discourse in Multimedia: {A} Case Study in Extracting Geometry Knowledge
from Textbooks},
journal = {Comput. Linguistics},
volume = {45},
number = {4},
pages = {627--665},
year = {2019},
url = {https://doi.org/10.1162/coli\_a\_00360},
doi = {10.1162/COLI\_A\_00360},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/coling/SachanDHMRX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/ZhangKLZTX19,
author = {Yujia Zhang and
Michael Kampffmeyer and
Xiaodan Liang and
Dingwen Zhang and
Min Tan and
Eric P. Xing},
title = {Dilated temporal relational adversarial network for generic video
summarization},
journal = {Multim. Tools Appl.},
volume = {78},
number = {24},
pages = {35237--35261},
year = {2019},
url = {https://doi.org/10.1007/s11042-019-08175-y},
doi = {10.1007/S11042-019-08175-Y},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/ZhangKLZTX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/KampffmeyerDLZX19,
author = {Michael Kampffmeyer and
Nanqing Dong and
Xiaodan Liang and
Yujia Zhang and
Eric P. Xing},
title = {ConnNet: {A} Long-Range Relation-Aware Pixel-Connectivity Network
for Salient Segmentation},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {5},
pages = {2518--2529},
year = {2019},
url = {https://doi.org/10.1109/TIP.2018.2886997},
doi = {10.1109/TIP.2018.2886997},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/KampffmeyerDLZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLHX19,
author = {Christy Y. Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
title = {Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report
Generation},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6666--6673},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016666},
doi = {10.1609/AAAI.V33I01.33016666},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLHX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangSX19,
author = {Haohan Wang and
Da Sun and
Eric P. Xing},
title = {What if We Simply Swap the Two Text Fragments? {A} Straightforward
yet Effective Way to Test the Robustness of Methods to Confounding
Signals in Nature Language Inference Tasks},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7136--7143},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017136},
doi = {10.1609/AAAI.V33I01.33017136},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuSTWYZHQWMLLZS19,
author = {Zhiting Hu and
Haoran Shi and
Bowen Tan and
Wentao Wang and
Zichao Yang and
Tiancheng Zhao and
Junxian He and
Lianhui Qin and
Di Wang and
Xuezhe Ma and
Zhengzhong Liu and
Xiaodan Liang and
Wanrong Zhu and
Devendra Singh Sachan and
Eric P. Xing},
editor = {Marta R. Costa{-}juss{\`{a}} and
Enrique Alfonseca},
title = {Texar: {A} Modularized, Versatile, and Extensible Toolkit for Text
Generation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28 - August 2, 2019,
Volume 3: System Demonstrations},
pages = {159--164},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-3027},
doi = {10.18653/V1/P19-3027},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuSTWYZHQWMLLZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TangZXLXH19,
author = {Jianheng Tang and
Tiancheng Zhao and
Chenyan Xiong and
Xiaodan Liang and
Eric P. Xing and
Zhiting Hu},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Target-Guided Open-Domain Conversation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5624--5634},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1565},
doi = {10.18653/V1/P19-1565},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TangZXLXH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JingWX19,
author = {Baoyu Jing and
Zeya Wang and
Eric P. Xing},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Show, Describe and Conclude: On Exploiting the Structure Information
of Chest X-ray Reports},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {6570--6580},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1657},
doi = {10.18653/V1/P19-1657},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JingWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WuMWZGXX19,
author = {Xindi Wu and
Yijun Mao and
Haohan Wang and
Xiangrui Zeng and
Xin Gao and
Eric P. Xing and
Min Xu},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Regularized Adversarial Training {(RAT)} for Robust Cellular Electron
Cryo Tomograms Classification},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8982954},
doi = {10.1109/BIBM47256.2019.8982954},
timestamp = {Thu, 11 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/WuMWZGXX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangLWX19,
author = {Haohan Wang and
Changpeng Lu and
Wei Wu and
Eric P. Xing},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Graph-structured Sparse Mixed Models for Genetic Association with
Confounding Factors Correction},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {298--302},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983108},
doi = {10.1109/BIBM47256.2019.8983108},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangLWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangWCXWX19,
author = {Haohan Wang and
Yibing Wei and
Mengxin Cao and
Ming Xu and
Wei Wu and
Eric P. Xing},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Deep Inductive Matrix Completion for Biomedical Interaction Prediction},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {520--527},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983275},
doi = {10.1109/BIBM47256.2019.8983275},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangWCXWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KampffmeyerCLWZ19,
author = {Michael Kampffmeyer and
Yinbo Chen and
Xiaodan Liang and
Hao Wang and
Yujia Zhang and
Eric P. Xing},
title = {Rethinking Knowledge Graph Propagation for Zero-Shot Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {11487--11496},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Kampffmeyer\_Rethinking\_Knowledge\_Graph\_Propagation\_for\_Zero-Shot\_Learning\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01175},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KampffmeyerCLWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WeiGGX19,
author = {Jinliang Wei and
Garth A. Gibson and
Phillip B. Gibbons and
Eric P. Xing},
editor = {George Candea and
Robbert van Renesse and
Christof Fetzer},
title = {Automating Dependence-Aware Parallelization of Machine Learning Training
on Distributed Shared Memory},
booktitle = {Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany,
March 25-28, 2019},
pages = {42:1--42:17},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3302424.3303954},
doi = {10.1145/3302424.3303954},
timestamp = {Thu, 28 Mar 2019 13:37:53 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/WeiGGX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaiZDZX19,
author = {Wei Dai and
Yi Zhou and
Nanqing Dong and
Hao Zhang and
Eric P. Xing},
title = {Toward Understanding the Impact of Staleness in Distributed Machine
Learning},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BylQV305YQ},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaiZDZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TanHYSX19,
author = {Bowen Tan and
Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Connecting the Dots Between {MLE} and {RL} for Sequence Generation},
booktitle = {Deep Reinforcement Learning Meets Structured Prediction, {ICLR} 2019
Workshop, New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Syl1pGI9wN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TanHYSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangHLX19,
author = {Haohan Wang and
Zexue He and
Zachary C. Lipton and
Eric P. Xing},
title = {Learning Robust Representations by Projecting Superficial Statistics
Out},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rJEjjoR9K7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangHLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuZHLSX19,
author = {Haowen Xu and
Hao Zhang and
Zhiting Hu and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {AutoLoss: Learning Discrete Schedule for Alternate Optimization},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJgK6iA5KX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuZHLSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiaoAZX19,
author = {Aurick Qiao and
Bryon Aragam and
Bingjing Zhang and
Eric P. Xing},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Fault Tolerance in Iterative-Convergent Machine Learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5220--5230},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/qiao19a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QiaoAZX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangYJXGJ19,
author = {Hongyang Zhang and
Yaodong Yu and
Jiantao Jiao and
Eric P. Xing and
Laurent El Ghaoui and
Michael I. Jordan},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Theoretically Principled Trade-off between Robustness and Accuracy},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7472--7482},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhang19p.html},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangYJXGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WangDR0XX19,
author = {Zeya Wang and
Nanqing Dong and
Sean D. Rosario and
Min Xu and
Pengtao Xie and
Eric P. Xing},
title = {Ellipse Detection of Optic Disc-and-Cup Boundary in Fundus Images},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {601--604},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759173},
doi = {10.1109/ISBI.2019.8759173},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/WangDR0XX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Dong0LJ0X19,
author = {Nanqing Dong and
Min Xu and
Xiaodan Liang and
Yiliang Jiang and
Wei Dai and
Eric P. Xing},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Neural Architecture Search for Adversarial Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {11769},
pages = {828--836},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32226-7\_92},
doi = {10.1007/978-3-030-32226-7\_92},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/Dong0LJ0X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/XuLPGBMPKCMXX19,
author = {Keyang Xu and
Mike Lam and
Jingzhi Pang and
Xin Gao and
Charlotte Band and
Piyush Mathur and
Frank Papay and
Ashish K. Khanna and
Jacek B. Cywinski and
Kamal Maheshwari and
Pengtao Xie and
Eric P. Xing},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Multimodal Machine Learning for Automated {ICD} Coding},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {106},
pages = {197--215},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v106/xu19a.html},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/XuLPGBMPKCMXX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LengerichAX19,
author = {Benjamin J. Lengerich and
Bryon Aragam and
Eric P. Xing},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Sample-Specific Models with Low-Rank Personalized Regression},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3570--3580},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/52d2752b150f9c35ccb6869cbf074e48-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LengerichAX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGLX19,
author = {Haohan Wang and
Songwei Ge and
Zachary C. Lipton and
Eric P. Xing},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Robust Global Representations by Penalizing Local Predictive
Power},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10506--10518},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3eefceb8087e964f89c2d59e8a249915-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangGLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Huang0XGXG19,
author = {Biwei Huang and
Kun Zhang and
Pengtao Xie and
Mingming Gong and
Eric P. Xing and
Clark Glymour},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13510--13521},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/fcdf698a5d673435e0a5a6f9ffea05ca-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Huang0XGXG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuTSMX19,
author = {Zhiting Hu and
Bowen Tan and
Ruslan Salakhutdinov and
Tom M. Mitchell and
Eric P. Xing},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Data Manipulation for Augmentation and Weighting},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15738--15749},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/671f0311e2754fcdd37f70a8550379bc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuTSMX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/WangWX19,
author = {Haohan Wang and
Zhenglin Wu and
Eric P. Xing},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Marylyn D. Ritchie and
Teri E. Klein},
title = {Removing Confounding Factors Associated Weights in Deep Neural Networks
Improves the Prediction Accuracy for Healthcare Applications},
booktitle = {Biocomputing 2019: Proceedings of the Pacific Symposium, The Big Island
of Hawaii, Hawaii, USA, January 3-7, 2019},
pages = {54--65},
year = {2019},
url = {http://psb.stanford.edu/psb-online/proceedings/psb19/wang.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/WangWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/WangLTYJCX19,
author = {Haohan Wang and
Xiang Liu and
Yifeng Tao and
Wenting Ye and
Qiao Jin and
William W. Cohen and
Eric P. Xing},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Marylyn D. Ritchie and
Teri E. Klein},
title = {Automatic Human-like Mining and Constructing Reliable Genetic Association
Database with Deep Reinforcement Learning},
booktitle = {Biocomputing 2019: Proceedings of the Pacific Symposium, The Big Island
of Hawaii, Hawaii, USA, January 3-7, 2019},
pages = {112--123},
year = {2019},
url = {http://psb.stanford.edu/psb-online/proceedings/psb19/wang2.pdf},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psb/WangLTYJCX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/KimAGX19,
author = {Jin Kyu Kim and
Abutalib Aghayev and
Garth A. Gibson and
Eric P. Xing},
editor = {Dahlia Malkhi and
Dan Tsafrir},
title = {{STRADS-AP:} Simplifying Distributed Machine Learning Programming
without Introducing a New Programming Model},
booktitle = {Proceedings of the 2019 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2019, Renton, WA, USA, July 10-12, 2019},
pages = {207--222},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/atc19/presentation/kim-jin},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/KimAGX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00158,
author = {Wanrong Zhu and
Zhiting Hu and
Eric P. Xing},
title = {Text Infilling},
journal = {CoRR},
volume = {abs/1901.00158},
year = {2019},
url = {http://arxiv.org/abs/1901.00158},
eprinttype = {arXiv},
eprint = {1901.00158},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08573,
author = {Hongyang Zhang and
Yaodong Yu and
Jiantao Jiao and
Eric P. Xing and
Laurent El Ghaoui and
Michael I. Jordan},
title = {Theoretically Principled Trade-off between Robustness and Accuracy},
journal = {CoRR},
volume = {abs/1901.08573},
year = {2019},
url = {http://arxiv.org/abs/1901.08573},
eprinttype = {arXiv},
eprint = {1901.08573},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09501,
author = {Wentao Wang and
Zhiting Hu and
Zichao Yang and
Haoran Shi and
Frank F. Xu and
Eric P. Xing},
title = {Toward Unsupervised Text Content Manipulation},
journal = {CoRR},
volume = {abs/1901.09501},
year = {2019},
url = {http://arxiv.org/abs/1901.09501},
eprinttype = {arXiv},
eprint = {1901.09501},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11515,
author = {Willie Neiswanger and
Kirthevasan Kandasamy and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff Schneider and
Eric P. Xing},
title = {ProBO: a Framework for Using Probabilistic Programming in Bayesian
Optimization},
journal = {CoRR},
volume = {abs/1901.11515},
year = {2019},
url = {http://arxiv.org/abs/1901.11515},
eprinttype = {arXiv},
eprint = {1901.11515},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06787,
author = {Gregory Plumb and
Maruan Al{-}Shedivat and
Eric P. Xing and
Ameet Talwalkar},
title = {Regularizing Black-box Models for Improved Interpretability},
journal = {CoRR},
volume = {abs/1902.06787},
year = {2019},
url = {http://arxiv.org/abs/1902.06787},
eprinttype = {arXiv},
eprint = {1902.06787},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06918,
author = {Seo{-}Jin Bang and
Pengtao Xie and
Wei Wu and
Eric P. Xing},
title = {Explaining a black-box using Deep Variational Information Bottleneck
Approach},
journal = {CoRR},
volume = {abs/1902.06918},
year = {2019},
url = {http://arxiv.org/abs/1902.06918},
eprinttype = {arXiv},
eprint = {1902.06918},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06256,
author = {Haohan Wang and
Zexue He and
Zachary C. Lipton and
Eric P. Xing},
title = {Learning Robust Representations by Projecting Superficial Statistics
Out},
journal = {CoRR},
volume = {abs/1903.06256},
year = {2019},
url = {http://arxiv.org/abs/1903.06256},
eprinttype = {arXiv},
eprint = {1903.06256},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06694,
author = {Kirthevasan Kandasamy and
Karun Raju Vysyaraju and
Willie Neiswanger and
Biswajit Paria and
Christopher R. Collins and
Jeff Schneider and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing},
title = {Tuning Hyperparameters without Grad Students: Scalable and Robust
Bayesian Optimisation with Dragonfly},
journal = {CoRR},
volume = {abs/1903.06694},
year = {2019},
url = {http://arxiv.org/abs/1903.06694},
eprinttype = {arXiv},
eprint = {1903.06694},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10122,
author = {Christy Y. Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
title = {Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report
Generation},
journal = {CoRR},
volume = {abs/1903.10122},
year = {2019},
url = {http://arxiv.org/abs/1903.10122},
eprinttype = {arXiv},
eprint = {1903.10122},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan Randall Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11553,
author = {Jianheng Tang and
Tiancheng Zhao and
Chenyan Xiong and
Xiaodan Liang and
Eric P. Xing and
Zhiting Hu},
title = {Target-Guided Open-Domain Conversation},
journal = {CoRR},
volume = {abs/1905.11553},
year = {2019},
url = {http://arxiv.org/abs/1905.11553},
eprinttype = {arXiv},
eprint = {1905.11553},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11931,
author = {Zeya Wang and
Baoyu Jing and
Yang Ni and
Nanqing Dong and
Pengtao Xie and
Eric P. Xing},
title = {Adversarial Domain Adaptation Being Aware of Class Relationships},
journal = {CoRR},
volume = {abs/1905.11931},
year = {2019},
url = {http://arxiv.org/abs/1905.11931},
eprinttype = {arXiv},
eprint = {1905.11931},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13545,
author = {Haohan Wang and
Xindi Wu and
Pengcheng Yin and
Eric P. Xing},
title = {High Frequency Component Helps Explain the Generalization of Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1905.13545},
year = {2019},
url = {http://arxiv.org/abs/1905.13545},
eprinttype = {arXiv},
eprint = {1905.13545},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13549,
author = {Haohan Wang and
Songwei Ge and
Eric P. Xing and
Zachary C. Lipton},
title = {Learning Robust Global Representations by Penalizing Local Predictive
Power},
journal = {CoRR},
volume = {abs/1905.13549},
year = {2019},
url = {http://arxiv.org/abs/1905.13549},
eprinttype = {arXiv},
eprint = {1905.13549},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01431,
author = {Gregory Plumb and
Maruan Al{-}Shedivat and
Eric P. Xing and
Ameet Talwalkar},
title = {Regularizing Black-box Models for Improved Interpretability {(HILL}
2019 Version)},
journal = {CoRR},
volume = {abs/1906.01431},
year = {2019},
url = {http://arxiv.org/abs/1906.01431},
eprinttype = {arXiv},
eprint = {1906.01431},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05274,
author = {Lisa Lee and
Benjamin Eysenbach and
Emilio Parisotto and
Eric P. Xing and
Sergey Levine and
Ruslan Salakhutdinov},
title = {Efficient Exploration via State Marginal Matching},
journal = {CoRR},
volume = {abs/1906.05274},
year = {2019},
url = {http://arxiv.org/abs/1906.05274},
eprinttype = {arXiv},
eprint = {1906.05274},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01425,
author = {Ksenia Korovina and
Sailun Xu and
Kirthevasan Kandasamy and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff Schneider and
Eric P. Xing},
title = {ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable
Recommendations},
journal = {CoRR},
volume = {abs/1908.01425},
year = {2019},
url = {http://arxiv.org/abs/1908.01425},
eprinttype = {arXiv},
eprint = {1908.01425},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13154,
author = {Congzheng Song and
Shanghang Zhang and
Najmeh Sadoughi and
Pengtao Xie and
Eric P. Xing},
title = {Generalized Zero-shot {ICD} Coding},
journal = {CoRR},
volume = {abs/1909.13154},
year = {2019},
url = {http://arxiv.org/abs/1909.13154},
eprinttype = {arXiv},
eprint = {1909.13154},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13189,
author = {Xun Zheng and
Chen Dan and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {Learning Sparse Nonparametric DAGs},
journal = {CoRR},
volume = {abs/1909.13189},
year = {2019},
url = {http://arxiv.org/abs/1909.13189},
eprinttype = {arXiv},
eprint = {1909.13189},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06939,
author = {Benjamin J. Lengerich and
Bryon Aragam and
Eric P. Xing},
title = {Learning Sample-Specific Models with Low-Rank Personalized Regression},
journal = {CoRR},
volume = {abs/1910.06939},
year = {2019},
url = {http://arxiv.org/abs/1910.06939},
eprinttype = {arXiv},
eprint = {1910.06939},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12795,
author = {Zhiting Hu and
Bowen Tan and
Ruslan Salakhutdinov and
Tom M. Mitchell and
Eric P. Xing},
title = {Learning Data Manipulation for Augmentation and Weighting},
journal = {CoRR},
volume = {abs/1910.12795},
year = {2019},
url = {http://arxiv.org/abs/1910.12795},
eprinttype = {arXiv},
eprint = {1910.12795},
timestamp = {Fri, 01 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LengerichAX18,
author = {Benjamin J. Lengerich and
Bryon Aragam and
Eric P. Xing},
title = {Personalized regression enables sample-specific pan-cancer analysis},
journal = {Bioinform.},
volume = {34},
number = {13},
pages = {i178--i186},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/bty250},
doi = {10.1093/BIOINFORMATICS/BTY250},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LengerichAX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhouLYDX18,
author = {Yi Zhou and
Yingbin Liang and
Yaoliang Yu and
Wei Dai and
Eric P. Xing},
title = {Distributed Proximal Gradient Algorithm for Partially Asynchronous
Computer Clusters},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {19:1--19:32},
year = {2018},
url = {https://jmlr.org/papers/v19/17-444.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhouLYDX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LeeGXHL18,
author = {Seunghak Lee and
Nico G{\"{o}}rnitz and
Eric P. Xing and
David Heckerman and
Christoph Lippert},
title = {Ensembles of Lasso Screening Rules},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {12},
pages = {2841--2852},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2765321},
doi = {10.1109/TPAMI.2017.2765321},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LeeGXHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XingX18,
author = {Pengtao Xie and
Haoran Shi and
Ming Zhang and
Eric P. Xing},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {A Neural Architecture for Automated {ICD} Coding},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1066--1076},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1098/},
doi = {10.18653/V1/P18-1098},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XingX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XingXJ18,
author = {Baoyu Jing and
Pengtao Xie and
Eric P. Xing},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {On the Automatic Generation of Medical Imaging Reports},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2577--2586},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1240/},
doi = {10.18653/V1/P18-1240},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XingXJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/LiLJX18,
author = {Peilun Li and
Xiaodan Liang and
Daoyuan Jia and
Eric P. Xing},
title = {Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {73},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/0239.pdf},
timestamp = {Tue, 21 Apr 2020 23:17:57 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/LiLJX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DongX18,
author = {Nanqing Dong and
Eric P. Xing},
title = {Few-Shot Semantic Segmentation with Prototype Learning},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {79},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/0255.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/DongX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/WangZLHXX18,
author = {Kaiwen Wang and
Xiangrui Zeng and
Xiaodan Liang and
Zhiguang Huo and
Eric P. Xing and
Min Xu},
title = {Image-derived generative modeling of pseudo-macromolecular structures
- towards the statistical assessment of Electron CryoTomography template
matching},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {130},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/0532.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/WangZLHXX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ZhangKLTX18,
author = {Yujia Zhang and
Michael Kampffmeyer and
Xiaodan Liang and
Min Tan and
Eric P. Xing},
title = {Query-Conditioned Three-Player Adversarial Network for Video Summarization},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {288},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/1131.pdf},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/ZhangKLTX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/XieKHYX18,
author = {Pengtao Xie and
Jin Kyu Kim and
Qirong Ho and
Yaoliang Yu and
Eric P. Xing},
title = {Orpheus: Efficient Distributed Machine Learning via System and Algorithm
Co-design},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2018,
Carlsbad, CA, USA, October 11-13, 2018},
pages = {1--13},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3267809.3267810},
doi = {10.1145/3267809.3267810},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cloud/XieKHYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiangZX18,
author = {Xiaodan Liang and
Hongfei Zhou and
Eric P. Xing},
title = {Dynamic-Structured Semantic Propagation Network},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {752--761},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Liang\_Dynamic-Structured\_Semantic\_Propagation\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00085},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiangZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/YangLWX18,
author = {Luona Yang and
Xiaodan Liang and
Tairui Wang and
Eric P. Xing},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Real-to-Virtual Domain Unification for End-to-End Autonomous Driving},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11208},
pages = {553--570},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01225-0\_33},
doi = {10.1007/978-3-030-01225-0\_33},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/YangLWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiangZLX18,
author = {Xiaodan Liang and
Hao Zhang and
Liang Lin and
Eric P. Xing},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Generative Semantic Manipulation with Mask-Contrasting {GAN}},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {11217},
pages = {574--590},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01261-8\_34},
doi = {10.1007/978-3-030-01261-8\_34},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiangZLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiangWYX18,
author = {Xiaodan Liang and
Tairui Wang and
Luona Yang and
Eric P. Xing},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {{CIRL:} Controllable Imitative Reinforcement Learning for Vision-Based
Self-driving},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {11211},
pages = {604--620},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01234-2\_36},
doi = {10.1007/978-3-030-01234-2\_36},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LiangWYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/WangDDRX18,
author = {Zeya Wang and
Nanqing Dong and
Wei Dai and
Sean D. Rosario and
Eric P. Xing},
editor = {Aur{\'{e}}lio Campilho and
Fakhri Karray and
Bart M. ter Haar Romeny},
title = {Classification of Breast Cancer Histopathological Images using Convolutional
Neural Networks with Hierarchical Loss and Global Pooling},
booktitle = {Image Analysis and Recognition - 15th International Conference, {ICIAR}
2018, P{\'{o}}voa de Varzim, Portugal, June 27-29, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10882},
pages = {745--753},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93000-8\_84},
doi = {10.1007/978-3-319-93000-8\_84},
timestamp = {Mon, 26 Jun 2023 20:47:55 +0200},
biburl = {https://dblp.org/rec/conf/iciar/WangDDRX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiuZLLFXX18,
author = {Chang Liu and
Xiangrui Zeng and
Ruogu Lin and
Xiaodan Liang and
Zachary Freyberg and
Eric P. Xing and
Min Xu},
title = {Deep Learning Based Supervised Semantic Segmentation of Electron Cryo-Subtomograms},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {1578--1582},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451386},
doi = {10.1109/ICIP.2018.8451386},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/LiuZLLFXX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FoersterFARXW18,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
title = {DiCE: The Infinitely Differentiable Monte-Carlo Estimator},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJ9witJvG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FoersterFARXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuYSX18,
author = {Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {On Unifying Deep Generative Models},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rylSzl-R-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuYSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterFARXW18,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {DiCE: The Infinitely Differentiable Monte Carlo Estimator},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1524--1533},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/foerster18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FoersterFARXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeePCXS18,
author = {Lisa Lee and
Emilio Parisotto and
Devendra Singh Chaplot and
Eric P. Xing and
Ruslan Salakhutdinov},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Gated Path Planning Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2953--2961},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/lee18c.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeePCXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OlivaDZPSXS18,
author = {Junier B. Oliva and
Avinava Dubey and
Manzil Zaheer and
Barnab{\'{a}}s P{\'{o}}czos and
Ruslan Salakhutdinov and
Eric P. Xing and
Jeff Schneider},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Transformation Autoregressive Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3895--3904},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/oliva18a.html},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OlivaDZPSXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieWZX18,
author = {Pengtao Xie and
Wei Wu and
Yichen Zhu and
Eric P. Xing},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Orthogonality-Promoting Distance Metric Learning: Convex Relaxation
and Theoretical Analysis},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5399--5408},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xie18a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XieWZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieZZX18,
author = {Pengtao Xie and
Hongbao Zhang and
Yichen Zhu and
Eric P. Xing},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Nonoverlap-Promoting Variable Selection},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5409--5418},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xie18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieZZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SachanX18,
author = {Mrinmaya Sachan and
Eric P. Xing},
editor = {Yike Guo and
Faisal Farooq},
title = {Parsing to Programs: {A} Framework for Situated {QA}},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2140--2149},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219972},
doi = {10.1145/3219819.3219972},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SachanX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xing18,
author = {Eric P. Xing},
editor = {Yike Guo and
Faisal Farooq},
title = {SysML: On System and Algorithm Co-design for Practical Machine Learning},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2880},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219934},
doi = {10.1145/3219819.3219934},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Xing18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/0003DWLZX18,
author = {Wei Dai and
Nanqing Dong and
Zeya Wang and
Xiaodan Liang and
Hao Zhang and
Eric P. Xing},
editor = {Danail Stoyanov and
Zeike Taylor and
Gustavo Carneiro and
Tanveer F. Syeda{-}Mahmood and
Anne L. Martel and
Lena Maier{-}Hein and
Jo{\~{a}}o Manuel R. S. Tavares and
Andrew P. Bradley and
Jo{\~{a}}o Paulo Papa and
Vasileios Belagiannis and
Jacinto C. Nascimento and
Zhi Lu and
Sailesh Conjeti and
Mehdi Moradi and
Hayit Greenspan and
Anant Madabhushi},
title = {{SCAN:} Structure Correcting Adversarial Network for Organ Segmentation
in Chest X-Rays},
booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning
for Clinical Decision Support - 4th International Workshop, {DLMIA}
2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11045},
pages = {263--273},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00889-5\_30},
doi = {10.1007/978-3-030-00889-5\_30},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/0003DWLZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DongKLW0X18a,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Zeya Wang and
Wei Dai and
Eric P. Xing},
editor = {Danail Stoyanov and
Zeike Taylor and
Gustavo Carneiro and
Tanveer F. Syeda{-}Mahmood and
Anne L. Martel and
Lena Maier{-}Hein and
Jo{\~{a}}o Manuel R. S. Tavares and
Andrew P. Bradley and
Jo{\~{a}}o Paulo Papa and
Vasileios Belagiannis and
Jacinto C. Nascimento and
Zhi Lu and
Sailesh Conjeti and
Mehdi Moradi and
Hayit Greenspan and
Anant Madabhushi},
title = {Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer
Segmentation in Whole-Slide Images},
booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning
for Clinical Decision Support - 4th International Workshop, {DLMIA}
2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11045},
pages = {317--325},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00889-5\_36},
doi = {10.1007/978-3-030-00889-5\_36},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DongKLW0X18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DongKLW0X18,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Zeya Wang and
Wei Dai and
Eric P. Xing},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic
Ratio},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11071},
pages = {544--552},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00934-2\_61},
doi = {10.1007/978-3-030-00934-2\_61},
timestamp = {Sat, 09 Apr 2022 12:46:25 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DongKLW0X18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SachanXSX18,
author = {Devendra Singh Sachan and
Pengtao Xie and
Mrinmaya Sachan and
Eric P. Xing},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Effective Use of Bidirectional Language Modeling for Transfer Learning
in Biomedical Named Entity Recognition},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2018, 17-18 August 2018, Palo Alto, California},
series = {Proceedings of Machine Learning Research},
volume = {85},
pages = {383--402},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v85/sachan18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/SachanXSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SachanX18,
author = {Mrinmaya Sachan and
Eric P. Xing},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Self-Training for Jointly Learning to Ask and Answer Questions},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {629--640},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1058},
doi = {10.18653/V1/N18-1058},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SachanX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SachanDMRX18,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Learning Pipelines with Limited Data and Domain Knowledge: {A} Study
in Parsing Physics Problems},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {140--151},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ac627ab1ccbdb62ec96e702f07f6425b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SachanDMRX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLHX18,
author = {Yuan Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report
Generation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1537--1547},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e07413354875be01a996dc560274708e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiLHX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangHZLX18,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Liang Lin and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Symbolic Graph Reasoning Meets Convolutions},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1858--1868},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/cbb6a3b884f4f88b3a8e3d44c636cbd8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiangHZLX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KandasamyNSPX18,
author = {Kirthevasan Kandasamy and
Willie Neiswanger and
Jeff Schneider and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Neural Architecture Search with Bayesian Optimisation and Optimal
Transport},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2020--2029},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f33ba15effa5c10e873bf3842afb46a6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KandasamyNSPX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangHDXB18,
author = {Zichao Yang and
Zhiting Hu and
Chris Dyer and
Eric P. Xing and
Taylor Berg{-}Kirkpatrick},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Unsupervised Text Style Transfer using Language Models as Discriminators},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7298--7309},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/398475c83b47075e8897a083e97eb9f0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangHDXB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DanLARX18,
author = {Chen Dan and
Liu Leqi and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {The Sample Complexity of Semi-Supervised Learning with Nonparametric
Mixture Models},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9344--9354},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8ba6c657b03fc7c8dd4dff8e45defcd2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DanLARX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengARX18,
author = {Xun Zheng and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {DAGs with {NO} {TEARS:} Continuous Optimization for Structure Learning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9492--9503},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e347c51419ffb23ca3fd5050202f9c3d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhengARX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuYSQLDX18,
author = {Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Lianhui Qin and
Xiaodan Liang and
Haoye Dong and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Deep Generative Models with Learnable Knowledge Constraints},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {10522--10533},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d7e77c835af3d2a803c1cf28d60575bc-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuYSQLDX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongX18,
author = {Nanqing Dong and
Eric P. Xing},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Domain Adaption in One-Shot Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {573--588},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_35},
doi = {10.1007/978-3-030-10925-7\_35},
timestamp = {Fri, 27 Mar 2020 08:53:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DongX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/QiaoAYCHGX18,
author = {Aurick Qiao and
Abutalib Aghayev and
Weiren Yu and
Haoyang Chen and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Litz: Elastic Framework for High-Performance Distributed Machine Learning},
booktitle = {Proceedings of the 2018 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2018, Boston, MA, USA, July 11-13, 2018},
pages = {631--644},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/qiao},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/QiaoAYCHGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/XuZN0KDHYX18,
author = {Shizhen Xu and
Hao Zhang and
Graham Neubig and
Wei Dai and
Jin Kyu Kim and
Zhijie Deng and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Cavs: An Efficient Runtime System for Dynamic Neural Networks},
booktitle = {Proceedings of the 2018 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2018, Boston, MA, USA, July 11-13, 2018},
pages = {937--950},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/xu-shizen},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/usenix/XuZN0KDHYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00543,
author = {Yujia Zhang and
Xiaodan Liang and
Dingwen Zhang and
Min Tan and
Eric P. Xing},
title = {Unsupervised Object-Level Video Summarization with Online Motion Auto-Encoder},
journal = {CoRR},
volume = {abs/1801.00543},
year = {2018},
url = {http://arxiv.org/abs/1801.00543},
eprinttype = {arXiv},
eprint = {1801.00543},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01726,
author = {Peilun Li and
Xiaodan Liang and
Daoyuan Jia and
Eric P. Xing},
title = {Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption},
journal = {CoRR},
volume = {abs/1801.01726},
year = {2018},
url = {http://arxiv.org/abs/1801.01726},
eprinttype = {arXiv},
eprint = {1801.01726},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03458,
author = {Luona Yang and
Xiaodan Liang and
Eric P. Xing},
title = {Unsupervised Real-to-Virtual Domain Unification for End-to-End Highway
Driving},
journal = {CoRR},
volume = {abs/1801.03458},
year = {2018},
url = {http://arxiv.org/abs/1801.03458},
eprinttype = {arXiv},
eprint = {1801.03458},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09808,
author = {Maruan Al{-}Shedivat and
Avinava Dubey and
Eric P. Xing},
title = {The Intriguing Properties of Model Explanations},
journal = {CoRR},
volume = {abs/1801.09808},
year = {2018},
url = {http://arxiv.org/abs/1801.09808},
eprinttype = {arXiv},
eprint = {1801.09808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09810,
author = {Maruan Al{-}Shedivat and
Avinava Dubey and
Eric P. Xing},
title = {Personalized Survival Prediction with Contextual Explanation Networks},
journal = {CoRR},
volume = {abs/1801.09810},
year = {2018},
url = {http://arxiv.org/abs/1801.09810},
eprinttype = {arXiv},
eprint = {1801.09810},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04087,
author = {Chang Liu and
Xiangrui Zeng and
Ruogu Lin and
Xiaodan Liang and
Zachary Freyberg and
Eric P. Xing and
Min Xu},
title = {Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms},
journal = {CoRR},
volume = {abs/1802.04087},
year = {2018},
url = {http://arxiv.org/abs/1802.04087},
eprinttype = {arXiv},
eprint = {1802.04087},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04397,
author = {Bryon Aragam and
Chen Dan and
Pradeep Ravikumar and
Eric P. Xing},
title = {Identifiability of Nonparametric Mixture Models and Bayes Optimal
Clustering},
journal = {CoRR},
volume = {abs/1802.04397},
year = {2018},
url = {http://arxiv.org/abs/1802.04397},
eprinttype = {arXiv},
eprint = {1802.04397},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05098,
author = {Jakob N. Foerster and
Gregory Farquhar and
Maruan Al{-}Shedivat and
Tim Rockt{\"{a}}schel and
Eric P. Xing and
Shimon Whiteson},
title = {DiCE: The Infinitely Differentiable Monte-Carlo Estimator},
journal = {CoRR},
volume = {abs/1802.05098},
year = {2018},
url = {http://arxiv.org/abs/1802.05098},
eprinttype = {arXiv},
eprint = {1802.05098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06014,
author = {Pengtao Xie and
Wei Wu and
Yichen Zhu and
Eric P. Xing},
title = {Orthogonality-Promoting Distance Metric Learning: Convex Relaxation
and Theoretical Analysis},
journal = {CoRR},
volume = {abs/1802.06014},
year = {2018},
url = {http://arxiv.org/abs/1802.06014},
eprinttype = {arXiv},
eprint = {1802.06014},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07191,
author = {Kirthevasan Kandasamy and
Willie Neiswanger and
Jeff Schneider and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing},
title = {Neural Architecture Search with Bayesian Optimisation and Optimal
Transport},
journal = {CoRR},
volume = {abs/1802.07191},
year = {2018},
url = {http://arxiv.org/abs/1802.07191},
eprinttype = {arXiv},
eprint = {1802.07191},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01422,
author = {Xun Zheng and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {DAGs with {NO} {TEARS:} Smooth Optimization for Structure Learning},
journal = {CoRR},
volume = {abs/1803.01422},
year = {2018},
url = {http://arxiv.org/abs/1803.01422},
eprinttype = {arXiv},
eprint = {1803.01422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06067,
author = {Xiaodan Liang and
Hongfei Zhou and
Eric P. Xing},
title = {Dynamic-structured Semantic Propagation Network},
journal = {CoRR},
volume = {abs/1803.06067},
year = {2018},
url = {http://arxiv.org/abs/1803.06067},
eprinttype = {arXiv},
eprint = {1803.06067},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07276,
author = {Zhenglin Wu and
Haohan Wang and
Mingze Cao and
Yin Chen and
Eric P. Xing},
title = {Fair Deep Learning Prediction for Healthcare Applications with Confounder
Filtering},
journal = {CoRR},
volume = {abs/1803.07276},
year = {2018},
url = {http://arxiv.org/abs/1803.07276},
eprinttype = {arXiv},
eprint = {1803.07276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07836,
author = {Michael Kampffmeyer and
Nanqing Dong and
Xiaodan Liang and
Yujia Zhang and
Eric P. Xing},
title = {ConnNet: {A} Long-Range Relation-Aware Pixel-Connectivity Network
for Salient Segmentation},
journal = {CoRR},
volume = {abs/1804.07836},
year = {2018},
url = {http://arxiv.org/abs/1804.07836},
eprinttype = {arXiv},
eprint = {1804.07836},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11228,
author = {Yujia Zhang and
Michael Kampffmeyer and
Xiaodan Liang and
Dingwen Zhang and
Min Tan and
Eric P. Xing},
title = {{DTR-GAN:} Dilated Temporal Relational Adversarial Network for Video
Summarization},
journal = {CoRR},
volume = {abs/1804.11228},
year = {2018},
url = {http://arxiv.org/abs/1804.11228},
eprinttype = {arXiv},
eprint = {1804.11228},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04634,
author = {Kaiwen Wang and
Xiangrui Zeng and
Xiaodan Liang and
Zhiguang Huo and
Eric P. Xing and
Min Xu},
title = {Image-derived generative modeling of pseudo-macromolecular structures
- towards the statistical assessment of Electron CryoTomography template
matching},
journal = {CoRR},
volume = {abs/1805.04634},
year = {2018},
url = {http://arxiv.org/abs/1805.04634},
eprinttype = {arXiv},
eprint = {1805.04634},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08298,
author = {Christy Y. Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
title = {Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report
Generation},
journal = {CoRR},
volume = {abs/1805.08298},
year = {2018},
url = {http://arxiv.org/abs/1805.08298},
eprinttype = {arXiv},
eprint = {1805.08298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11724,
author = {Michael Kampffmeyer and
Yinbo Chen and
Xiaodan Liang and
Hao Wang and
Yujia Zhang and
Eric P. Xing},
title = {Rethinking Knowledge Graph Propagation for Zero-Shot Learning},
journal = {CoRR},
volume = {abs/1805.11724},
year = {2018},
url = {http://arxiv.org/abs/1805.11724},
eprinttype = {arXiv},
eprint = {1805.11724},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11749,
author = {Zichao Yang and
Zhiting Hu and
Chris Dyer and
Eric P. Xing and
Taylor Berg{-}Kirkpatrick},
title = {Unsupervised Text Style Transfer using Language Models as Discriminators},
journal = {CoRR},
volume = {abs/1805.11749},
year = {2018},
url = {http://arxiv.org/abs/1805.11749},
eprinttype = {arXiv},
eprint = {1805.11749},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06408,
author = {Lisa Lee and
Emilio Parisotto and
Devendra Singh Chaplot and
Eric P. Xing and
Ruslan Salakhutdinov},
title = {Gated Path Planning Networks},
journal = {CoRR},
volume = {abs/1806.06408},
year = {2018},
url = {http://arxiv.org/abs/1806.06408},
eprinttype = {arXiv},
eprint = {1806.06408},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09764,
author = {Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Xiaodan Liang and
Lianhui Qin and
Haoye Dong and
Eric P. Xing},
title = {Deep Generative Models with Learnable Knowledge Constraints},
journal = {CoRR},
volume = {abs/1806.09764},
year = {2018},
url = {http://arxiv.org/abs/1806.09764},
eprinttype = {arXiv},
eprint = {1806.09764},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03434,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Zeya Wang and
Wei Dai and
Eric P. Xing},
title = {Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic
Ratio},
journal = {CoRR},
volume = {abs/1807.03434},
year = {2018},
url = {http://arxiv.org/abs/1807.03434},
eprinttype = {arXiv},
eprint = {1807.03434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03711,
author = {Rajesh Chidambaram and
Michael Kampffmeyer and
Willie Neiswanger and
Xiaodan Liang and
Thomas Lachmann and
Eric P. Xing},
title = {Geometric Generalization Based Zero-Shot Learning Dataset Infinite
World: Simple Yet Powerful},
journal = {CoRR},
volume = {abs/1807.03711},
year = {2018},
url = {http://arxiv.org/abs/1807.03711},
eprinttype = {arXiv},
eprint = {1807.03711},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03776,
author = {Xiaodan Liang and
Tairui Wang and
Luona Yang and
Eric P. Xing},
title = {{CIRL:} Controllable Imitative Reinforcement Learning for Vision-based
Self-driving},
journal = {CoRR},
volume = {abs/1807.03776},
year = {2018},
url = {http://arxiv.org/abs/1807.03776},
eprinttype = {arXiv},
eprint = {1807.03776},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06677,
author = {Yujia Zhang and
Michael Kampffmeyer and
Xiaodan Liang and
Min Tan and
Eric P. Xing},
title = {Query-Conditioned Three-Player Adversarial Network for Video Summarization},
journal = {CoRR},
volume = {abs/1807.06677},
year = {2018},
url = {http://arxiv.org/abs/1807.06677},
eprinttype = {arXiv},
eprint = {1807.06677},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-11113,
author = {Nanqing Dong and
Michael Kampffmeyer and
Xiaodan Liang and
Zeya Wang and
Wei Dai and
Eric P. Xing},
title = {Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer
Segmentation in Whole-slide Images},
journal = {CoRR},
volume = {abs/1807.11113},
year = {2018},
url = {http://arxiv.org/abs/1807.11113},
eprinttype = {arXiv},
eprint = {1807.11113},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01684,
author = {Hongbao Zhang and
Pengtao Xie and
Eric P. Xing},
title = {Missing Value Imputation Based on Deep Generative Models},
journal = {CoRR},
volume = {abs/1808.01684},
year = {2018},
url = {http://arxiv.org/abs/1808.01684},
eprinttype = {arXiv},
eprint = {1808.01684},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01687,
author = {Micol Marchetti{-}Bowick and
Benjamin J. Lengerich and
Ankur P. Parikh and
Eric P. Xing},
title = {Hybrid Subspace Learning for High-Dimensional Data},
journal = {CoRR},
volume = {abs/1808.01687},
year = {2018},
url = {http://arxiv.org/abs/1808.01687},
eprinttype = {arXiv},
eprint = {1808.01687},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00794,
author = {Zhiting Hu and
Haoran Shi and
Zichao Yang and
Bowen Tan and
Tiancheng Zhao and
Junxian He and
Wentao Wang and
Xingjiang Yu and
Lianhui Qin and
Di Wang and
Xuezhe Ma and
Zhengzhong Liu and
Xiaodan Liang and
Wanrong Zhu and
Devendra Singh Sachan and
Eric P. Xing},
title = {Texar: {A} Modularized, Versatile, and Extensible Toolkit for Text
Generation},
journal = {CoRR},
volume = {abs/1809.00794},
year = {2018},
url = {http://arxiv.org/abs/1809.00794},
eprinttype = {arXiv},
eprint = {1809.00794},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02719,
author = {Haohan Wang and
Da Sun and
Eric P. Xing},
title = {What If We Simply Swap the Two Text Fragments? {A} Straightforward
yet Effective Way to Test the Robustness of Methods to Confounding
Signals in Nature Language Inference Tasks},
journal = {CoRR},
volume = {abs/1809.02719},
year = {2018},
url = {http://arxiv.org/abs/1809.02719},
eprinttype = {arXiv},
eprint = {1809.02719},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03073,
author = {Chen Dan and
Liu Leqi and
Bryon Aragam and
Pradeep Ravikumar and
Eric P. Xing},
title = {Sample Complexity of Nonparametric Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1809.03073},
year = {2018},
url = {http://arxiv.org/abs/1809.03073},
eprinttype = {arXiv},
eprint = {1809.03073},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02442,
author = {Haowen Xu and
Hao Zhang and
Zhiting Hu and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {AutoLoss: Learning Discrete Schedules for Alternate Optimization},
journal = {CoRR},
volume = {abs/1810.02442},
year = {2018},
url = {http://arxiv.org/abs/1810.02442},
eprinttype = {arXiv},
eprint = {1810.02442},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03264,
author = {Wei Dai and
Yi Zhou and
Nanqing Dong and
Hao Zhang and
Eric P. Xing},
title = {Toward Understanding the Impact of Staleness in Distributed Machine
Learning},
journal = {CoRR},
volume = {abs/1810.03264},
year = {2018},
url = {http://arxiv.org/abs/1810.03264},
eprinttype = {arXiv},
eprint = {1810.03264},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07354,
author = {Aurick Qiao and
Bryon Aragam and
Bingjing Zhang and
Eric P. Xing},
title = {Fault Tolerance in Iterative-Convergent Machine Learning},
journal = {CoRR},
volume = {abs/1810.07354},
year = {2018},
url = {http://arxiv.org/abs/1810.07354},
eprinttype = {arXiv},
eprint = {1810.07354},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13348,
author = {Keyang Xu and
Mike Lam and
Jingzhi Pang and
Xin Gao and
Charlotte Band and
Piyush Mathur and
Frank Papay and
Ashish K. Khanna and
Jacek B. Cywinski and
Kamal Maheshwari and
Pengtao Xie and
Eric P. Xing},
title = {Multimodal Machine Learning for Automated {ICD} Coding},
journal = {CoRR},
volume = {abs/1810.13348},
year = {2018},
url = {http://arxiv.org/abs/1810.13348},
eprinttype = {arXiv},
eprint = {1810.13348},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05546,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Eduard H. Hovy and
Tom M. Mitchell and
Dan Roth and
Eric P. Xing},
title = {Discourse in Multimedia: {A} Case Study in Information Extraction},
journal = {CoRR},
volume = {abs/1811.05546},
year = {2018},
url = {http://arxiv.org/abs/1811.05546},
eprinttype = {arXiv},
eprint = {1811.05546},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06889,
author = {Maruan Al{-}Shedivat and
Lisa Lee and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {On the Complexity of Exploration in Goal-Driven Navigation},
journal = {CoRR},
volume = {abs/1811.06889},
year = {2018},
url = {http://arxiv.org/abs/1811.06889},
eprinttype = {arXiv},
eprint = {1811.06889},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08010,
author = {Hongyang Zhang and
Susu Xu and
Jiantao Jiao and
Pengtao Xie and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Stackelberg {GAN:} Towards Provable Minimax Equilibrium via Multi-Generator
Architectures},
journal = {CoRR},
volume = {abs/1811.08010},
year = {2018},
url = {http://arxiv.org/abs/1811.08010},
eprinttype = {arXiv},
eprint = {1811.08010},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08040,
author = {Xiangan Liu and
Keyang Xu and
Pengtao Xie and
Eric P. Xing},
title = {Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic
Health Records},
journal = {CoRR},
volume = {abs/1811.08040},
year = {2018},
url = {http://arxiv.org/abs/1811.08040},
eprinttype = {arXiv},
eprint = {1811.08040},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09740,
author = {Bowen Tan and
Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Connecting the Dots Between {MLE} and {RL} for Sequence Generation},
journal = {CoRR},
volume = {abs/1811.09740},
year = {2018},
url = {http://arxiv.org/abs/1811.09740},
eprinttype = {arXiv},
eprint = {1811.09740},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/XuCMLYZX17,
author = {Min Xu and
Xiaoqi Chai and
Hariank Muthakana and
Xiaodan Liang and
Ge Yang and
Tzviya Zeev{-}Ben{-}Mordehai and
Eric P. Xing},
title = {Deep learning-based subdivision approach for large scale macromolecules
structure recovery from electron cryo tomograms},
journal = {Bioinform.},
volume = {33},
number = {14},
pages = {i13--i22},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx230},
doi = {10.1093/BIOINFORMATICS/BTX230},
timestamp = {Sat, 08 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/XuCMLYZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Al-ShedivatWSHX17,
author = {Maruan Al{-}Shedivat and
Andrew Gordon Wilson and
Yunus Saatchi and
Zhiting Hu and
Eric P. Xing},
title = {Learning Scalable Deep Kernels with Recurrent Structure},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {82:1--82:37},
year = {2017},
url = {https://jmlr.org/papers/v18/16-498.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Al-ShedivatWSHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChangYYX17,
author = {Xiaojun Chang and
Yaoliang Yu and
Yi Yang and
Eric P. Xing},
title = {Semantic Pooling for Complex Event Analysis in Untrimmed Videos},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {8},
pages = {1617--1632},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2608901},
doi = {10.1109/TPAMI.2016.2608901},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ChangYYX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/QinZZHX17,
author = {Lianhui Qin and
Zhisong Zhang and
Hai Zhao and
Zhiting Hu and
Eric P. Xing},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {Adversarial Connective-exploiting Networks for Implicit Discourse
Relation Classification},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1006--1017},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1093},
doi = {10.18653/V1/P17-1093},
timestamp = {Fri, 06 Aug 2021 00:40:58 +0200},
biburl = {https://dblp.org/rec/conf/acl/QinZZHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XieX17,
author = {Pengtao Xie and
Eric P. Xing},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {A Constituent-Centric Neural Architecture for Reading Comprehension},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1405--1414},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1129},
doi = {10.18653/V1/P17-1129},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XieX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangLXXX17,
author = {Haohan Wang and
Xiang Liu and
Yunpeng Xiao and
Ming Xu and
Eric P. Xing},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {Multiplex confounding factor correction for genomic association mapping
with squared sparse linear mixed model},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {194--201},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217649},
doi = {10.1109/BIBM.2017.8217649},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangLXXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/WangAX17,
author = {Haohan Wang and
Bryon Aragam and
Eric P. Xing},
editor = {Xiaohua Hu and
Chi{-}Ren Shyu and
Yana Bromberg and
Jean Gao and
Yang Gong and
Dmitry Korkin and
Illhoi Yoo and
Huiru Jane Zheng},
title = {Variable selection in heterogeneous datasets: {A} truncated-rank sparse
linear mixed model with applications to genome-wide association studies},
booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017},
pages = {431--438},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BIBM.2017.8217687},
doi = {10.1109/BIBM.2017.8217687},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/WangAX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiangLSFYX17,
author = {Xiaodan Liang and
Liang Lin and
Xiaohui Shen and
Jiashi Feng and
Shuicheng Yan and
Eric P. Xing},
title = {Interpretable Structure-Evolving {LSTM}},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {2175--2184},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.234},
doi = {10.1109/CVPR.2017.234},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiangLSFYX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiangLX17,
author = {Xiaodan Liang and
Lisa Lee and
Eric P. Xing},
title = {Deep Variation-Structured Reinforcement Learning for Visual Relationship
and Attribute Detection},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {4408--4417},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.469},
doi = {10.1109/CVPR.2017.469},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiangLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LawYUZX17,
author = {Marc T. Law and
Yaoliang Yu and
Raquel Urtasun and
Richard S. Zemel and
Eric P. Xing},
title = {Efficient Multiple Instance Metric Learning Using Weakly Supervised
Data},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {5948--5956},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.630},
doi = {10.1109/CVPR.2017.630},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LawYUZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SachanDX17,
author = {Mrinmaya Sachan and
Avinava Dubey and
Eric P. Xing},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {From Textbooks to Knowledge: {A} Case Study in Harvesting Axiomatic
Knowledge from Textbooks to Solve Geometry Problems},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {773--784},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1081},
doi = {10.18653/V1/D17-1081},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SachanDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/XieSMX17,
author = {Pengtao Xie and
Ruslan Salakhutdinov and
Luntian Mou and
Eric P. Xing},
title = {Deep Determinantal Point Process for Large-Scale Multi-label Classification},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {473--482},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.59},
doi = {10.1109/ICCV.2017.59},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/XieSMX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiangLDX17,
author = {Xiaodan Liang and
Lisa Lee and
Wei Dai and
Eric P. Xing},
title = {Dual Motion {GAN} for Future-Flow Embedded Video Prediction},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {1762--1770},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.194},
doi = {10.1109/ICCV.2017.194},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiangLDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiangHZGX17,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Chuang Gan and
Eric P. Xing},
title = {Recurrent Topic-Transition {GAN} for Visual Paragraph Generation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {3382--3391},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.364},
doi = {10.1109/ICCV.2017.364},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LiangHZGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GoyalHLWXM17,
author = {Prasoon Goyal and
Zhiting Hu and
Xiaodan Liang and
Chenyu Wang and
Eric P. Xing and
Carnegie Mellon},
title = {Nonparametric Variational Auto-Encoders for Hierarchical Representation
Learning},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5104--5112},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.545},
doi = {10.1109/ICCV.2017.545},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GoyalHLWXM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/WangMMX17,
author = {Haohan Wang and
Aaksha Meghawat and
Louis{-}Philippe Morency and
Eric P. Xing},
title = {Select-additive learning: Improving generalization in multimodal sentiment
analysis},
booktitle = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME}
2017, Hong Kong, China, July 10-14, 2017},
pages = {949--954},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICME.2017.8019301},
doi = {10.1109/ICME.2017.8019301},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/WangMMX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuYLSX17,
author = {Zhiting Hu and
Zichao Yang and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Toward Controlled Generation of Text},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1587--1596},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/hu17e.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuYLSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NeiswangerX17,
author = {Willie Neiswanger and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Post-Inference Prior Swapping},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2594--2602},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/neiswanger17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NeiswangerX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieDZKYZX17,
author = {Pengtao Xie and
Yuntian Deng and
Yi Zhou and
Abhimanu Kumar and
Yaoliang Yu and
James Zou and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Latent Space Models with Angular Constraints},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3799--3810},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xie17a.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieDZKYZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieSX17,
author = {Pengtao Xie and
Aarti Singh and
Eric P. Xing},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uncorrelation and Evenness: a New Diversity-Promoting Regularizer},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3811--3820},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xie17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeHBHX17,
author = {Junxian He and
Zhiting Hu and
Taylor Berg{-}Kirkpatrick and
Ying Huang and
Eric P. Xing},
title = {Efficient Correlated Topic Modeling with Topic Embedding},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {225--233},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098074},
doi = {10.1145/3097983.3098074},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HeHBHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YenHDRDX17,
author = {Ian En{-}Hsu Yen and
Xiangru Huang and
Wei Dai and
Pradeep Ravikumar and
Inderjit S. Dhillon and
Eric P. Xing},
title = {PPDsparse: {A} Parallel Primal-Dual Sparse Method for Extreme Classification},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {545--553},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098083},
doi = {10.1145/3097983.3098083},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YenHDRDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangLZXXY17,
author = {Kai Zhang and
Chuanren Liu and
Jie Zhang and
Hui Xiong and
Eric P. Xing and
Jieping Ye},
title = {Randomization or Condensation?: Linear-Cost Matrix Sketching Via Cascaded
Compression Sampling},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {615--623},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098050},
doi = {10.1145/3097983.3098050},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangLZXXY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengZLYXZX17,
author = {Zhijie Deng and
Hao Zhang and
Xiaodan Liang and
Luona Yang and
Shizhen Xu and
Jun Zhu and
Eric P. Xing},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Structured Generative Adversarial Networks},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3899--3909},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c3535febaff29fcb7c0d20cbe94391c7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/DengZLYXZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/SachanX17,
author = {Mrinmaya Sachan and
Eric P. Xing},
editor = {Nancy Ide and
Aur{\'{e}}lie Herbelot and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Learning to Solve Geometry Problems from Natural Language Demonstrations
in Textbooks},
booktitle = {Proceedings of the 6th Joint Conference on Lexical and Computational
Semantics, *SEM @ACM 2017, Vancouver, Canada, August 3-4, 2017},
pages = {251--261},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/S17-1029},
doi = {10.18653/V1/S17-1029},
timestamp = {Fri, 06 Aug 2021 00:40:02 +0200},
biburl = {https://dblp.org/rec/conf/starsem/SachanX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XiePX17,
author = {Pengtao Xie and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Near-Orthogonality Regularization in Kernel Methods},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/6.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/XiePX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
editor = {Dilma Da Silva and
Bryan Ford},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
booktitle = {Proceedings of the 2017 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2017, Santa Clara, CA, USA, July 12-14, 2017},
pages = {181--193},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/atc17/technical-sessions/presentation/zhang},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangRX17,
author = {Haohan Wang and
Bhiksha Raj and
Eric P. Xing},
title = {On the Origin of Deep Learning},
journal = {CoRR},
volume = {abs/1702.07800},
year = {2017},
url = {http://arxiv.org/abs/1702.07800},
eprinttype = {arXiv},
eprint = {1702.07800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangRX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuYLSX17,
author = {Zhiting Hu and
Zichao Yang and
Xiaodan Liang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Controllable Text Generation},
journal = {CoRR},
volume = {abs/1703.00955},
year = {2017},
url = {http://arxiv.org/abs/1703.00955},
eprinttype = {arXiv},
eprint = {1703.00955},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuYLSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiangLX17,
author = {Xiaodan Liang and
Lisa Lee and
Eric P. Xing},
title = {Deep Variation-structured Reinforcement Learning for Visual Relationship
and Attribute Detection},
journal = {CoRR},
volume = {abs/1703.03054},
year = {2017},
url = {http://arxiv.org/abs/1703.03054},
eprinttype = {arXiv},
eprint = {1703.03054},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiangLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiangLSFYX17,
author = {Xiaodan Liang and
Liang Lin and
Xiaohui Shen and
Jiashi Feng and
Shuicheng Yan and
Eric P. Xing},
title = {Interpretable Structure-Evolving {LSTM}},
journal = {CoRR},
volume = {abs/1703.03055},
year = {2017},
url = {http://arxiv.org/abs/1703.03055},
eprinttype = {arXiv},
eprint = {1703.03055},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiangLSFYX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiangHZGX17,
author = {Xiaodan Liang and
Zhiting Hu and
Hao Zhang and
Chuang Gan and
Eric P. Xing},
title = {Recurrent Topic-Transition {GAN} for Visual Paragraph Generation},
journal = {CoRR},
volume = {abs/1703.07022},
year = {2017},
url = {http://arxiv.org/abs/1703.07022},
eprinttype = {arXiv},
eprint = {1703.07022},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiangHZGX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoyalHLWX17,
author = {Prasoon Goyal and
Zhiting Hu and
Xiaodan Liang and
Chenyu Wang and
Eric P. Xing},
title = {Nonparametric Variational Auto-encoders for Hierarchical Representation
Learning},
journal = {CoRR},
volume = {abs/1703.07027},
year = {2017},
url = {http://arxiv.org/abs/1703.07027},
eprinttype = {arXiv},
eprint = {1703.07027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoyalHLWX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0014LZYX17,
author = {Hao Wang and
Xiaodan Liang and
Hao Zhang and
Dit{-}Yan Yeung and
Eric P. Xing},
title = {ZM-Net: Real-time Zero-shot Image Manipulation Network},
journal = {CoRR},
volume = {abs/1703.07255},
year = {2017},
url = {http://arxiv.org/abs/1703.07255},
eprinttype = {arXiv},
eprint = {1703.07255},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/0014LZYX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiDLZDLX17,
author = {Wei Dai and
Joseph Doyle and
Xiaodan Liang and
Hao Zhang and
Nanqing Dong and
Yuan Li and
Eric P. Xing},
title = {{SCAN:} Structure Correcting Adversarial Network for Chest X-rays
Organ Segmentation},
journal = {CoRR},
volume = {abs/1703.08770},
year = {2017},
url = {http://arxiv.org/abs/1703.08770},
eprinttype = {arXiv},
eprint = {1703.08770},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DaiDLZDLX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QinZZHX17,
author = {Lianhui Qin and
Zhisong Zhang and
Hai Zhao and
Zhiting Hu and
Eric P. Xing},
title = {Adversarial Connective-exploiting Networks for Implicit Discourse
Relation Classification},
journal = {CoRR},
volume = {abs/1704.00217},
year = {2017},
url = {http://arxiv.org/abs/1704.00217},
eprinttype = {arXiv},
eprint = {1704.00217},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QinZZHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Al-ShedivatDX17,
author = {Maruan Al{-}Shedivat and
Avinava Dubey and
Eric P. Xing},
title = {Contextual Explanation Networks},
journal = {CoRR},
volume = {abs/1705.10301},
year = {2017},
url = {http://arxiv.org/abs/1705.10301},
eprinttype = {arXiv},
eprint = {1705.10301},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Al-ShedivatDX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlivaDPXS17,
author = {Junier B. Oliva and
Kumar Avinava Dubey and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing and
Jeff G. Schneider},
title = {Recurrent Estimation of Distributions},
journal = {CoRR},
volume = {abs/1705.10750},
year = {2017},
url = {http://arxiv.org/abs/1705.10750},
eprinttype = {arXiv},
eprint = {1705.10750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlivaDPXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuYSX17,
author = {Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {On Unifying Deep Generative Models},
journal = {CoRR},
volume = {abs/1706.00550},
year = {2017},
url = {http://arxiv.org/abs/1706.00550},
eprinttype = {arXiv},
eprint = {1706.00550},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuYSX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
journal = {CoRR},
volume = {abs/1706.03292},
year = {2017},
url = {http://arxiv.org/abs/1706.03292},
eprinttype = {arXiv},
eprint = {1706.03292},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeHBHX17,
author = {Junxian He and
Zhiting Hu and
Taylor Berg{-}Kirkpatrick and
Ying Huang and
Eric P. Xing},
title = {Efficient Correlated Topic Modeling with Topic Embedding},
journal = {CoRR},
volume = {abs/1707.00206},
year = {2017},
url = {http://arxiv.org/abs/1707.00206},
eprinttype = {arXiv},
eprint = {1707.00206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeHBHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LengerichKXRV17,
author = {Benjamin J. Lengerich and
Sandeep Konam and
Eric P. Xing and
Stephanie Rosenthal and
Manuela M. Veloso},
title = {Visual Explanations for Convolutional Neural Networks via Input Resampling},
journal = {CoRR},
volume = {abs/1707.09641},
year = {2017},
url = {http://arxiv.org/abs/1707.09641},
eprinttype = {arXiv},
eprint = {1707.09641},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LengerichKXRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00284,
author = {Xiaodan Liang and
Lisa Lee and
Wei Dai and
Eric P. Xing},
title = {Dual Motion {GAN} for Future-Flow Embedded Video Prediction},
journal = {CoRR},
volume = {abs/1708.00284},
year = {2017},
url = {http://arxiv.org/abs/1708.00284},
eprinttype = {arXiv},
eprint = {1708.00284},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00315,
author = {Xiaodan Liang and
Hao Zhang and
Eric P. Xing},
title = {Generative Semantic Manipulation with Contrasting {GAN}},
journal = {CoRR},
volume = {abs/1708.00315},
year = {2017},
url = {http://arxiv.org/abs/1708.00315},
eprinttype = {arXiv},
eprint = {1708.00315},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00889,
author = {Zhijie Deng and
Hao Zhang and
Xiaodan Liang and
Luona Yang and
Shizhen Xu and
Jun Zhu and
Eric P. Xing},
title = {Structured Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1711.00889},
year = {2017},
url = {http://arxiv.org/abs/1711.00889},
eprinttype = {arXiv},
eprint = {1711.00889},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01386,
author = {Yuan Yang and
Pengtao Xie and
Xin Gao and
Carol Cheng and
Christy Y. Li and
Hongbao Zhang and
Eric P. Xing},
title = {Predicting Discharge Medications at Admission Time Based on Deep Learning},
journal = {CoRR},
volume = {abs/1711.01386},
year = {2017},
url = {http://arxiv.org/abs/1711.01386},
eprinttype = {arXiv},
eprint = {1711.01386},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04075,
author = {Haoran Shi and
Pengtao Xie and
Zhiting Hu and
Ming Zhang and
Eric P. Xing},
title = {Towards Automated {ICD} Coding Using Deep Learning},
journal = {CoRR},
volume = {abs/1711.04075},
year = {2017},
url = {http://arxiv.org/abs/1711.04075},
eprinttype = {arXiv},
eprint = {1711.04075},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04162,
author = {Wenting Ye and
Xiang Liu and
Haohan Wang and
Eric P. Xing},
title = {A Sparse Graph-Structured Lasso Mixed Model for Genetic Association
with Confounding Correction},
journal = {CoRR},
volume = {abs/1711.04162},
year = {2017},
url = {http://arxiv.org/abs/1711.04162},
eprinttype = {arXiv},
eprint = {1711.04162},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04329,
author = {Shiyue Zhang and
Pengtao Xie and
Dong Wang and
Eric P. Xing},
title = {Medical Diagnosis From Laboratory Tests by Combining Generative and
Discriminative Learning},
journal = {CoRR},
volume = {abs/1711.04329},
year = {2017},
url = {http://arxiv.org/abs/1711.04329},
eprinttype = {arXiv},
eprint = {1711.04329},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06719,
author = {Alexander Terenin and
Eric P. Xing},
title = {Techniques for proving Asynchronous Convergence results for Markov
Chain Monte Carlo methods},
journal = {CoRR},
volume = {abs/1711.06719},
year = {2017},
url = {http://arxiv.org/abs/1711.06719},
eprinttype = {arXiv},
eprint = {1711.06719},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07908,
author = {Devendra Singh Sachan and
Pengtao Xie and
Eric P. Xing},
title = {Effective Use of Bidirectional Language Modeling for Medical Named
Entity Recognition},
journal = {CoRR},
volume = {abs/1711.07908},
year = {2017},
url = {http://arxiv.org/abs/1711.07908},
eprinttype = {arXiv},
eprint = {1711.07908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08195,
author = {Baoyu Jing and
Pengtao Xie and
Eric P. Xing},
title = {On the Automatic Generation of Medical Imaging Reports},
journal = {CoRR},
volume = {abs/1711.08195},
year = {2017},
url = {http://arxiv.org/abs/1711.08195},
eprinttype = {arXiv},
eprint = {1711.08195},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08770,
author = {Pengtao Xie and
Jun Zhu and
Eric P. Xing},
title = {Diversity-Promoting Bayesian Learning of Latent Variable Models},
journal = {CoRR},
volume = {abs/1711.08770},
year = {2017},
url = {http://arxiv.org/abs/1711.08770},
eprinttype = {arXiv},
eprint = {1711.08770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09300,
author = {Pengtao Xie and
Hongbao Zhang and
Eric P. Xing},
title = {Learning Less-Overlapping Representations},
journal = {CoRR},
volume = {abs/1711.09300},
year = {2017},
url = {http://arxiv.org/abs/1711.09300},
eprinttype = {arXiv},
eprint = {1711.09300},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11179,
author = {Xun Zheng and
Manzil Zaheer and
Amr Ahmed and
Yuan Wang and
Eric P. Xing and
Alexander J. Smola},
title = {State Space {LSTM} Models with Particle {MCMC} Inference},
journal = {CoRR},
volume = {abs/1711.11179},
year = {2017},
url = {http://arxiv.org/abs/1711.11179},
eprinttype = {arXiv},
eprint = {1711.11179},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02768,
author = {Christy Y. Li and
Dimitris Konomis and
Graham Neubig and
Pengtao Xie and
Carol Cheng and
Eric P. Xing},
title = {Convolutional Neural Networks for Medical Diagnosis from Admission
Notes},
journal = {CoRR},
volume = {abs/1712.02768},
year = {2017},
url = {http://arxiv.org/abs/1712.02768},
eprinttype = {arXiv},
eprint = {1712.02768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-02768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04048,
author = {Hao Zhang and
Shizhen Xu and
Graham Neubig and
Wei Dai and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
title = {Cavs: {A} Vertex-centric Programming Interface for Dynamic Neural
Networks},
journal = {CoRR},
volume = {abs/1712.04048},
year = {2017},
url = {http://arxiv.org/abs/1712.04048},
eprinttype = {arXiv},
eprint = {1712.04048},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04688,
author = {George Philipp and
Seunghak Lee and
Eric P. Xing},
title = {Stability Selection for Structured Variable Selection},
journal = {CoRR},
volume = {abs/1712.04688},
year = {2017},
url = {http://arxiv.org/abs/1712.04688},
eprinttype = {arXiv},
eprint = {1712.04688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LeeKX16,
author = {Seunghak Lee and
Soonho Kong and
Eric P. Xing},
title = {A network-driven approach for genome-wide association mapping},
journal = {Bioinform.},
volume = {32},
number = {12},
pages = {164--173},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw270},
doi = {10.1093/BIOINFORMATICS/BTW270},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LeeKX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/Marchetti-Bowick16,
author = {Micol Marchetti{-}Bowick and
Junming Yin and
Judie A. Howrylak and
Eric P. Xing},
title = {A time-varying group sparse additive model for genome-wide association
studies of dynamic complex traits},
journal = {Bioinform.},
volume = {32},
number = {19},
pages = {2903--2910},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw347},
doi = {10.1093/BIOINFORMATICS/BTW347},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/Marchetti-Bowick16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ZhaoX16,
author = {Bin Zhao and
Eric P. Xing},
title = {Sparse Output Coding for Scalable Visual Recognition},
journal = {Int. J. Comput. Vis.},
volume = {119},
number = {1},
pages = {60--75},
year = {2016},
url = {https://doi.org/10.1007/s11263-015-0839-4},
doi = {10.1007/S11263-015-0839-4},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/ZhaoX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/LeeLKX16,
author = {Seunghak Lee and
Aur{\'{e}}lie C. Lozano and
Prabhanjan Kambadur and
Eric P. Xing},
title = {An Efficient Nonlinear Regression Approach for Genome-wide Detection
of Marginal and Interacting Genetic Variations},
journal = {J. Comput. Biol.},
volume = {23},
number = {5},
pages = {372--389},
year = {2016},
url = {https://doi.org/10.1089/cmb.2015.0202},
doi = {10.1089/CMB.2015.0202},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/LeeLKX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoYX16,
author = {Qirong Ho and
Junming Yin and
Eric P. Xing},
title = {Latent Space Inference of Internet-Scale Networks},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {78:1--78:41},
year = {2016},
url = {https://jmlr.org/papers/v17/15-142.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoZXF16,
author = {Zhen Guo and
Zhongfei (Mark) Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {Multimodal Data Mining in a Multimedia Database Based on Structured
Max Margin Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {23:1--23:30},
year = {2016},
url = {https://doi.org/10.1145/2742549},
doi = {10.1145/2742549},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GuoZXF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WangLXS16,
author = {Weiguang Wang and
Yingbin Liang and
Eric P. Xing and
Lixin Shen},
title = {Nonparametric Decentralized Detection and Sparse Sensor Selection
Via Weighted Kernel},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {2},
pages = {306--321},
year = {2016},
url = {https://doi.org/10.1109/TSP.2015.2474297},
doi = {10.1109/TSP.2015.2474297},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WangLXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuMLHX16,
author = {Zhiting Hu and
Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy and
Eric P. Xing},
title = {Harnessing Deep Neural Networks with Logic Rules},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1228},
doi = {10.18653/V1/P16-1228},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuMLHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SachanDX16,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Eric P. Xing},
title = {Science Question Answering using Instructional Materials},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2076},
doi = {10.18653/V1/P16-2076},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SachanDX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SachanX16,
author = {Mrinmaya Sachan and
Eric P. Xing},
title = {Easy Questions First? {A} Case Study on Curriculum Learning for Question
Answering},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1043},
doi = {10.18653/V1/P16-1043},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SachanX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SachanX16a,
author = {Mrinmaya Sachan and
Eric P. Xing},
title = {Machine Comprehension using Rich Semantic Representations},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2079},
doi = {10.18653/V1/P16-2079},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SachanX16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangHDSYX16,
author = {Hao Zhang and
Zhiting Hu and
Yuntian Deng and
Mrinmaya Sachan and
Zhicheng Yan and
Eric P. Xing},
title = {Learning Concept Taxonomies from Multi-modal Data},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1169},
doi = {10.18653/V1/P16-1169},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangHDSYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WilsonHSX16,
author = {Andrew Gordon Wilson and
Zhiting Hu and
Ruslan Salakhutdinov and
Eric P. Xing},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Deep Kernel Learning},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {370--378},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/wilson16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WilsonHSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouYDLX16,
author = {Yi Zhou and
Yaoliang Yu and
Wei Dai and
Yingbin Liang and
Eric P. Xing},
editor = {Arthur Gretton and
Christian C. Robert},
title = {On Convergence of Model Parallel Proximal Gradient Algorithm for Stale
Synchronous Parallel System},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {713--722},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/zhou16.html},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouYDLX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HerlandsWNFNPX16,
author = {William Herlands and
Andrew Gordon Wilson and
Hannes Nickisch and
Seth R. Flaxman and
Daniel B. Neill and
Wilbert Van Panhuis and
Eric P. Xing},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Scalable Gaussian Processes for Characterizing Multidimensional Change
Surfaces},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1013--1021},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/herlands16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HerlandsWNFNPX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OlivaDWPSX16,
author = {Junier B. Oliva and
Avinava Dubey and
Andrew Gordon Wilson and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Eric P. Xing},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Bayesian Nonparametric Kernel-Learning},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1078--1086},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/oliva16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OlivaDWPSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChengYZXS16,
author = {Hao Cheng and
Yaoliang Yu and
Xinhua Zhang and
Eric P. Xing and
Dale Schuurmans},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Scalable and Sound Low-Rank Tensor Learning},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1114--1123},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/cheng16.html},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ChengYZXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/HarlapCDWGGGX16,
author = {Aaron Harlap and
Henggang Cui and
Wei Dai and
Jinliang Wei and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Marcos K. Aguilera and
Brian Cooper and
Yanlei Diao},
title = {Addressing the straggler problem for iterative convergent parallel
{ML}},
booktitle = {Proceedings of the Seventh {ACM} Symposium on Cloud Computing, Santa
Clara, CA, USA, October 5-7, 2016},
pages = {98--111},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2987550.2987554},
doi = {10.1145/2987550.2987554},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/HarlapCDWGGGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/SunRSXX16,
author = {Jimeng Sun and
Jim Rehg and
Suchi Saria and
Hua Xu and
Eric P. Xing},
title = {Advanced Machine Learning for Healthcare},
booktitle = {Summit on Clinical Research Informatics, {CRI} 2016, San Francisco,
CA, USA, March 21-24, 2016},
publisher = {{AMIA}},
year = {2016},
url = {http://knowledge.amia.org/amia-59309-cri2016-1.3011827/t002-1.3012976/f002-1.3012977/a008-1.3012981/a009-1.3012978},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cri/SunRSXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChangYYX16,
author = {Xiaojun Chang and
Yaoliang Yu and
Yi Yang and
Eric P. Xing},
title = {They are Not Equally Reliable: Semantic Event Search Using Differentiated
Concept Classifiers},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {1884--1893},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.208},
doi = {10.1109/CVPR.2016.208},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChangYYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LawYCX16,
author = {Marc T. Law and
Yaoliang Yu and
Matthieu Cord and
Eric P. Xing},
title = {Closed-Form Training of Mahalanobis Distance for Supervised Clustering},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {3909--3917},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.424},
doi = {10.1109/CVPR.2016.424},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LawYCX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuYSX16,
author = {Zhiting Hu and
Zichao Yang and
Ruslan Salakhutdinov and
Eric P. Xing},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Deep Neural Networks with Massive Learned Knowledge},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {1670--1679},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1173},
doi = {10.18653/V1/D16-1173},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuYSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/CuiZGGX16,
author = {Henggang Cui and
Hao Zhang and
Gregory R. Ganger and
Phillip B. Gibbons and
Eric P. Xing},
editor = {Cristian Cadar and
Peter R. Pietzuch and
Kimberly Keeton and
Rodrigo Rodrigues},
title = {GeePS: scalable deep learning on distributed GPUs with a GPU-specialized
parameter server},
booktitle = {Proceedings of the Eleventh European Conference on Computer Systems,
EuroSys 2016, London, United Kingdom, April 18-21, 2016},
pages = {4:1--4:16},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901318.2901323},
doi = {10.1145/2901318.2901323},
timestamp = {Thu, 12 Nov 2020 16:34:18 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/CuiZGGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/KimHLZDGX16,
author = {Jin Kyu Kim and
Qirong Ho and
Seunghak Lee and
Xun Zheng and
Wei Dai and
Garth A. Gibson and
Eric P. Xing},
editor = {Cristian Cadar and
Peter R. Pietzuch and
Kimberly Keeton and
Rodrigo Rodrigues},
title = {{STRADS:} a distributed framework for scheduled model parallel machine
learning},
booktitle = {Proceedings of the Eleventh European Conference on Computer Systems,
EuroSys 2016, London, United Kingdom, April 18-21, 2016},
pages = {5:1--5:16},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901318.2901331},
doi = {10.1145/2901318.2901331},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/KimHLZDGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieZX16,
author = {Pengtao Xie and
Jun Zhu and
Eric P. Xing},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Diversity-Promoting Bayesian Learning of Latent Variable Models},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {59--68},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/xiea16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangSDNSX16,
author = {Yu{-}Xiang Wang and
Veeranjaneyulu Sadhanala and
Wei Dai and
Willie Neiswanger and
Suvrit Sra and
Eric P. Xing},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1548--1557},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/wangd16.html},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangSDNSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuLSXN16,
author = {Zhiting Hu and
Gang Luo and
Mrinmaya Sachan and
Eric P. Xing and
Zaiqing Nie},
editor = {Subbarao Kambhampati},
title = {Grounding Topic Models with Knowledge Bases},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1578--1584},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/226},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuLSXN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TanFLWLLPXH16,
author = {Yinyan Tan and
Zhe Fan and
Guilin Li and
Fangshan Wang and
Zhengbing Li and
Shikai Liu and
Qiuling Pan and
Eric P. Xing and
Qirong Ho},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Scalable Time-Decaying Adaptive Prediction Algorithm},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {617--626},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939714},
doi = {10.1145/2939672.2939714},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TanFLWLLPXH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DubeyRWPSX16,
author = {Kumar Avinava Dubey and
Sashank J. Reddi and
Sinead A. Williamson and
Barnab{\'{a}}s P{\'{o}}czos and
Alexander J. Smola and
Eric P. Xing},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Variance Reduction in Stochastic Gradient Langevin Dynamics},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1154--1162},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9b698eb3105bd82528f23d0c92dedfc0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DubeyRWPSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilsonHSX16,
author = {Andrew Gordon Wilson and
Zhiting Hu and
Ruslan Salakhutdinov and
Eric P. Xing},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Stochastic Variational Deep Kernel Learning},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2586--2594},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/bcc0d400288793e8bdcd7c19a8ac0c2b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilsonHSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KandasamyAX16,
author = {Kirthevasan Kandasamy and
Maruan Al{-}Shedivat and
Eric P. Xing},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Learning HMMs with Nonparametric Emissions via Spectral Decompositions
of Continuous Matrices},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2865--2873},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/afe434653a898da20044041262b3ac74-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KandasamyAX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieKZHKYX16,
author = {Pengtao Xie and
Jin Kyu Kim and
Yi Zhou and
Qirong Ho and
Abhimanu Kumar and
Yaoliang Yu and
Eric P. Xing},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Lighter-Communication Distributed Machine Learning via Sufficient
Factor Broadcasting},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/10.pdf},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XieKZHKYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SachanDX16,
author = {Mrinmaya Sachan and
Avinava Dubey and
Eric P. Xing},
title = {Science Question Answering using Instructional Materials},
journal = {CoRR},
volume = {abs/1602.04375},
year = {2016},
url = {http://arxiv.org/abs/1602.04375},
eprinttype = {arXiv},
eprint = {1602.04375},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SachanDX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuMLHX16,
author = {Zhiting Hu and
Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy and
Eric P. Xing},
title = {Harnessing Deep Neural Networks with Logic Rules},
journal = {CoRR},
volume = {abs/1603.06318},
year = {2016},
url = {http://arxiv.org/abs/1603.06318},
eprinttype = {arXiv},
eprint = {1603.06318},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuMLHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeiswangerX16,
author = {Willie Neiswanger and
Eric P. Xing},
title = {Prior Swapping for Data-Independent Inference},
journal = {CoRR},
volume = {abs/1606.00787},
year = {2016},
url = {http://arxiv.org/abs/1606.00787},
eprinttype = {arXiv},
eprint = {1606.00787},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeiswangerX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHDSYX16,
author = {Hao Zhang and
Zhiting Hu and
Yuntian Deng and
Mrinmaya Sachan and
Zhicheng Yan and
Eric P. Xing},
title = {Learning Concept Taxonomies from Multi-modal Data},
journal = {CoRR},
volume = {abs/1606.09239},
year = {2016},
url = {http://arxiv.org/abs/1606.09239},
eprinttype = {arXiv},
eprint = {1606.09239},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHDSYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangL0XXY16,
author = {Kai Zhang and
Chuanren Liu and
Jie Zhang and
Hui Xiong and
Eric P. Xing and
Jieping Ye},
title = {Seeing the Forest from the Trees in Two Looks: Matrix Sketching by
Cascaded Bilateral Sampling},
journal = {CoRR},
volume = {abs/1607.07395},
year = {2016},
url = {http://arxiv.org/abs/1607.07395},
eprinttype = {arXiv},
eprint = {1607.07395},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangL0XXY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMMX16,
author = {Haohan Wang and
Aaksha Meghawat and
Louis{-}Philippe Morency and
Eric P. Xing},
title = {Select-Additive Learning: Improving Cross-individual Generalization
in Multimodal Sentiment Analysis},
journal = {CoRR},
volume = {abs/1609.05244},
year = {2016},
url = {http://arxiv.org/abs/1609.05244},
eprinttype = {arXiv},
eprint = {1609.05244},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangMMX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KandasamyAX16,
author = {Kirthevasan Kandasamy and
Maruan Al{-}Shedivat and
Eric P. Xing},
title = {Learning HMMs with Nonparametric Emissions via Spectral Decompositions
of Continuous Matrices},
journal = {CoRR},
volume = {abs/1609.06390},
year = {2016},
url = {http://arxiv.org/abs/1609.06390},
eprinttype = {arXiv},
eprint = {1609.06390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KandasamyAX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Al-ShedivatWSHX16,
author = {Maruan Al{-}Shedivat and
Andrew Gordon Wilson and
Yunus Saatchi and
Zhiting Hu and
Eric P. Xing},
title = {Learning Scalable Deep Kernels with Recurrent Structure},
journal = {CoRR},
volume = {abs/1610.08936},
year = {2016},
url = {http://arxiv.org/abs/1610.08936},
eprinttype = {arXiv},
eprint = {1610.08936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Al-ShedivatWSHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonHSX16,
author = {Andrew Gordon Wilson and
Zhiting Hu and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Stochastic Variational Deep Kernel Learning},
journal = {CoRR},
volume = {abs/1611.00336},
year = {2016},
url = {http://arxiv.org/abs/1611.00336},
eprinttype = {arXiv},
eprint = {1611.00336},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonHSX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangWZX16,
author = {Jingkang Yang and
Haohan Wang and
Jun Zhu and
Eric P. Xing},
title = {SeDMiD for Confusion Detection: Uncovering Mind State from Time Series
Brain Wave Data},
journal = {CoRR},
volume = {abs/1611.10252},
year = {2016},
url = {http://arxiv.org/abs/1611.10252},
eprinttype = {arXiv},
eprint = {1611.10252},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangWZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WangXS15,
author = {Xuefeng Wang and
Eric P. Xing and
Daniel J. Schaid},
title = {Kernel methods for large-scale genomic data analysis},
journal = {Briefings Bioinform.},
volume = {16},
number = {2},
pages = {183--192},
year = {2015},
url = {https://doi.org/10.1093/bib/bbu024},
doi = {10.1093/BIB/BBU024},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/WangXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinsFASX15,
author = {Andr{\'{e}} F. T. Martins and
M{\'{a}}rio A. T. Figueiredo and
Pedro M. Q. Aguiar and
Noah A. Smith and
Eric P. Xing},
title = {AD\({}^{\mbox{3}}\): alternating directions dual decomposition for
{MAP} inference in graphical models},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {495--545},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2789288},
doi = {10.5555/2789272.2789288},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartinsFASX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {2},
pages = {49--67},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2015.2472014},
doi = {10.1109/TBDATA.2015.2472014},
timestamp = {Fri, 29 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangLX15,
author = {Weiguang Wang and
Yingbin Liang and
Eric P. Xing},
title = {Collective Support Recovery for Multi-Design Multi-Response Linear
Regression},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {1},
pages = {513--534},
year = {2015},
url = {https://doi.org/10.1109/TIT.2014.2375328},
doi = {10.1109/TIT.2014.2375328},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/WangLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiKWHGX15,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Blai Bonet and
Sven Koenig},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {79--87},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9195},
doi = {10.1609/AAAI.V29I1.9195},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiKWHGX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiePXX15,
author = {Pengtao Xie and
Yulong Pei and
Yuan Xie and
Eric P. Xing},
editor = {Blai Bonet and
Sven Koenig},
title = {Mining User Interests from Personal Photos},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1896--1902},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9467},
doi = {10.1609/AAAI.V29I1.9467},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiePXX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XieX15,
author = {Pengtao Xie and
Eric P. Xing},
editor = {Blai Bonet and
Sven Koenig},
title = {Integrating Image Clustering and Codebook Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1903--1909},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9475},
doi = {10.1609/AAAI.V29I1.9475},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SachanDXR15,
author = {Mrinmaya Sachan and
Kumar Avinava Dubey and
Eric P. Xing and
Matthew Richardson},
title = {Learning Answer-Entailing Structures for Machine Comprehension},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {239--249},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1024},
doi = {10.3115/V1/P15-1024},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SachanDXR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuHDGX15,
author = {Zhiting Hu and
Poyao Huang and
Yuntian Deng and
Yingkai Gao and
Eric P. Xing},
title = {Entity Hierarchy Embedding},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {1292--1300},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1125},
doi = {10.3115/V1/P15-1125},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuHDGX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OlivaNPXTHS15,
author = {Junier B. Oliva and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing and
Hy Trac and
Shirley Ho and
Jeff G. Schneider},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Fast Function to Function Regression},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/oliva15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OlivaNPXTHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YuZMX15,
author = {Yaoliang Yu and
Xun Zheng and
Micol Marchetti{-}Bowick and
Eric P. Xing},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Minimizing Nonconvex Non-Separable Functions},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/yu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YuZMX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/Xing15,
author = {Eric P. Xing},
editor = {Jun Huan and
Satoru Miyano and
Amarda Shehu and
Xiaohua Tony Hu and
Bin Ma and
Sanguthevar Rajasekaran and
Vijay K. Gombar and
Matthieu{-}P. Schapranow and
Illhoi Yoo and
Jiayu Zhou and
Brian Chen and
Vinay Pai and
Brian G. Pierce},
title = {Toward personalized pan-omic association analysis under complex structures
and big data},
booktitle = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2015, Washington, DC, USA, November 9-12, 2015},
pages = {4},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BIBM.2015.7359647},
doi = {10.1109/BIBM.2015.7359647},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/Xing15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/WeiDQHCGGGX15,
author = {Jinliang Wei and
Wei Dai and
Aurick Qiao and
Qirong Ho and
Henggang Cui and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Shahram Ghandeharizadeh and
Sumita Barahmand and
Magdalena Balazinska and
Michael J. Freedman},
title = {Managed communication and consistency for fast data-parallel iterative
analytics},
booktitle = {Proceedings of the Sixth {ACM} Symposium on Cloud Computing, SoCC
2015, Kohala Coast, Hawaii, USA, August 27-29, 2015},
pages = {381--394},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806777.2806778},
doi = {10.1145/2806777.2806778},
timestamp = {Tue, 06 Nov 2018 11:07:34 +0100},
biburl = {https://dblp.org/rec/conf/cloud/WeiDQHCGGGX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangYXY15,
author = {Xiaojun Chang and
Yi Yang and
Eric P. Xing and
Yaoliang Yu},
editor = {Francis R. Bach and
David M. Blei},
title = {Complex Event Detection using Semantic Saliency and Nearly-Isotonic
{SVM}},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1348--1357},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/changa15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangYXY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuHDX15,
author = {Zhiting Hu and
Qirong Ho and
Avinava Dubey and
Eric P. Xing},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-scale Distributed Dependent Nonparametric Trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1651--1659},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hu15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuHDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SachanHX15,
author = {Mrinmaya Sachan and
Eduard H. Hovy and
Eric P. Xing},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {An Active Learning Approach to Coreference Resolution},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1312--1318},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/189},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SachanHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChangYHXY15,
author = {Xiaojun Chang and
Yi Yang and
Alexander G. Hauptmann and
Eric P. Xing and
Yaoliang Yu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2234--2240},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/316},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChangYHXY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XieDX15,
author = {Pengtao Xie and
Yuntian Deng and
Eric P. Xing},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Diversifying Restricted Boltzmann Machine for Document Modeling},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1315--1324},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783264},
doi = {10.1145/2783258.2783264},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XieDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1335--1344},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783323},
doi = {10.1145/2783258.2783323},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangKX15,
author = {Hao Zhang and
Gunhee Kim and
Eric P. Xing},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Dynamic Topic Modeling for Monitoring Market Competition from Online
Text and Image Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1425--1434},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783293},
doi = {10.1145/2783258.2783293},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangKX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengYX15,
author = {Xun Zheng and
Yaoliang Yu and
Eric P. Xing},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Linear Time Samplers for Supervised Topic Models using Compositional
Proposals},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1523--1532},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783371},
doi = {10.1145/2783258.2783371},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhengYX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/XieYX15,
author = {Pengtao Xie and
Diyi Yang and
Eric P. Xing},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {Incorporating Word Correlation Knowledge into Topic Modeling},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {725--734},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1074},
doi = {10.3115/V1/N15-1074},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/XieYX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilsonDLX15,
author = {Andrew Gordon Wilson and
Christoph Dann and
Christopher G. Lucas and
Eric P. Xing},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {The Human Kernel},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2854--2862},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/4462bf0ddbe0d0da40e1e828ebebeb11-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilsonDLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/LeeLKX15,
author = {Seunghak Lee and
Aur{\'{e}}lie C. Lozano and
Prabhanjan Kambadur and
Eric P. Xing},
editor = {Teresa M. Przytycka},
title = {An Efficient Nonlinear Regression Approach for Genome-Wide Detection
of Marginal and Interacting Genetic Variations},
booktitle = {Research in Computational Molecular Biology - 19th Annual International
Conference, {RECOMB} 2015, Warsaw, Poland, April 12-15, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9029},
pages = {167--187},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16706-0\_17},
doi = {10.1007/978-3-319-16706-0\_17},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/LeeLKX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HuYCX15,
author = {Zhiting Hu and
Junjie Yao and
Bin Cui and
Eric P. Xing},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Community Level Diffusion Extraction},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1555--1569},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2723737},
doi = {10.1145/2723372.2723737},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HuYCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BroderAFRXY15,
author = {Andrei Z. Broder and
Lada A. Adamic and
Michael J. Franklin and
Maarten de Rijke and
Eric P. Xing and
Kai Yu},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Big Data: New Paradigm or "Sound and Fury, Signifying Nothing"?},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {5--6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2697027},
doi = {10.1145/2684822.2697027},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BroderAFRXY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuanGHDWZXLM15,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric Poe Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {LightLDA: Big Topic Models on Modest Computer Clusters},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1351--1361},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741115},
doi = {10.1145/2736277.2741115},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuanGHDWZXLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeiswangerWX15,
author = {Willie Neiswanger and
Chong Wang and
Eric P. Xing},
title = {Embarrassingly Parallel Variational Inference in Nonconjugate Models},
journal = {CoRR},
volume = {abs/1510.04163},
year = {2015},
url = {http://arxiv.org/abs/1510.04163},
eprinttype = {arXiv},
eprint = {1510.04163},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeiswangerWX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonDLX15,
author = {Andrew Gordon Wilson and
Christoph Dann and
Christopher G. Lucas and
Eric P. Xing},
title = {The Human Kernel},
journal = {CoRR},
volume = {abs/1510.07389},
year = {2015},
url = {http://arxiv.org/abs/1510.07389},
eprinttype = {arXiv},
eprint = {1510.07389},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonDLX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WilsonHSX15,
author = {Andrew Gordon Wilson and
Zhiting Hu and
Ruslan Salakhutdinov and
Eric P. Xing},
title = {Deep Kernel Learning},
journal = {CoRR},
volume = {abs/1511.02222},
year = {2015},
url = {http://arxiv.org/abs/1511.02222},
eprinttype = {arXiv},
eprint = {1511.02222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WilsonHSX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieDX15,
author = {Pengtao Xie and
Yuntian Deng and
Eric P. Xing},
title = {On the Generalization Error Bounds of Neural Networks under Diversity-Inducing
Mutual Angular Regularization},
journal = {CoRR},
volume = {abs/1511.07110},
year = {2015},
url = {http://arxiv.org/abs/1511.07110},
eprinttype = {arXiv},
eprint = {1511.07110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieKZHKYX15,
author = {Pengtao Xie and
Jin Kyu Kim and
Yi Zhou and
Qirong Ho and
Abhimanu Kumar and
Yaoliang Yu and
Eric P. Xing},
title = {Distributed Machine Learning via Sufficient Factor Broadcasting},
journal = {CoRR},
volume = {abs/1511.08486},
year = {2015},
url = {http://arxiv.org/abs/1511.08486},
eprinttype = {arXiv},
eprint = {1511.08486},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieKZHKYX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarPWRXW15,
author = {Abhimanu Kumar and
Shriphani Palakodety and
Chong Wang and
Carolyn P. Ros{\'{e}} and
Eric P. Xing and
Miaomiao Wen},
title = {Scalable Modeling of Conversational-role based Self-presentation Characteristics
in Large Online Forums},
journal = {CoRR},
volume = {abs/1512.03443},
year = {2015},
url = {http://arxiv.org/abs/1512.03443},
eprinttype = {arXiv},
eprint = {1512.03443},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarPWRXW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHWXKHX15,
author = {Hao Zhang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Gunhee Kim and
Qirong Ho and
Eric P. Xing},
title = {Poseidon: {A} System Architecture for Efficient GPU-based Deep Learning
on Multiple Machines},
journal = {CoRR},
volume = {abs/1512.06216},
year = {2015},
url = {http://arxiv.org/abs/1512.06216},
eprinttype = {arXiv},
eprint = {1512.06216},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHWXKHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieDX15a,
author = {Pengtao Xie and
Yuntian Deng and
Eric P. Xing},
title = {Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization},
journal = {CoRR},
volume = {abs/1512.07336},
year = {2015},
url = {http://arxiv.org/abs/1512.07336},
eprinttype = {arXiv},
eprint = {1512.07336},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieDX15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XingHXD15,
author = {Eric P. Xing and
Qirong Ho and
Pengtao Xie and
Wei Dai},
title = {Strategies and Principles of Distributed Machine Learning on Big Data},
journal = {CoRR},
volume = {abs/1512.09295},
year = {2015},
url = {http://arxiv.org/abs/1512.09295},
eprinttype = {arXiv},
eprint = {1512.09295},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XingHXD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/KimX14,
author = {Seyoung Kim and
Eric P. Xing},
title = {Exploiting Genome Structure in Association Analysis},
journal = {J. Comput. Biol.},
volume = {21},
number = {4},
pages = {345--360},
year = {2014},
url = {https://doi.org/10.1089/cmb.2009.0224},
doi = {10.1089/CMB.2009.0224},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/KimX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KolarLX14,
author = {Mladen Kolar and
Han Liu and
Eric P. Xing},
title = {Graph estimation from multi-attribute data},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1713--1750},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638590},
doi = {10.5555/2627435.2638590},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolarLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuCX14,
author = {Jun Zhu and
Ning Chen and
Eric P. Xing},
title = {Bayesian inference with posterior regularization and applications
to infinite latent SVMs},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1799--1847},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638592},
doi = {10.5555/2627435.2638592},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhuCX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YamadaJSXS14,
author = {Makoto Yamada and
Wittawat Jitkrittum and
Leonid Sigal and
Eric P. Xing and
Masashi Sugiyama},
title = {High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso},
journal = {Neural Comput.},
volume = {26},
number = {1},
pages = {185--207},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00537},
doi = {10.1162/NECO\_A\_00537},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/YamadaJSXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ParikhCKBBXW14,
author = {Ankur P. Parikh and
Ross E. Curtis and
Irene Kuhn and
Sabine Becker{-}Weimann and
Mina J. Bissell and
Eric P. Xing and
Wei Wu},
title = {Network Analysis of Breast Cancer Progression and Reversal Using a
Tree-Evolving Network Algorithm},
journal = {PLoS Comput. Biol.},
volume = {10},
number = {7},
year = {2014},
url = {https://doi.org/10.1371/journal.pcbi.1003713},
doi = {10.1371/JOURNAL.PCBI.1003713},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/ParikhCKBBXW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/YogatamaWRSX14,
author = {Dani Yogatama and
Chong Wang and
Bryan R. Routledge and
Noah A. Smith and
Eric P. Xing},
title = {Dynamic Language Models for Streaming Text},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {2},
pages = {181--192},
year = {2014},
url = {https://doi.org/10.1162/tacl\_a\_00175},
doi = {10.1162/TACL\_A\_00175},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/YogatamaWRSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ParikhCX14,
author = {Ankur P. Parikh and
Shay B. Cohen and
Eric P. Xing},
title = {Spectral Unsupervised Parsing with Additive Tree Metrics},
booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational
Linguistics, {ACL} 2014, June 22-27, 2014, Baltimore, MD, USA, Volume
1: Long Papers},
pages = {1062--1072},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/p14-1100},
doi = {10.3115/V1/P14-1100},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ParikhCX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KumarBHX14,
author = {Abhimanu Kumar and
Alex Beutel and
Qirong Ho and
Eric P. Xing},
title = {Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on
Big Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {531--539},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kumar14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KumarBHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NeiswangerWX14,
author = {Willie Neiswanger and
Frank D. Wood and
Eric P. Xing},
title = {The Dependent Dirichlet Process Mixture of Objects for Detection-free
Tracking and Object Modeling},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {660--668},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/neiswanger14.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NeiswangerWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OlivaNPSX14,
author = {Junier B. Oliva and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Eric P. Xing},
title = {Fast Distribution To Real Regression},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {706--714},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/oliva14a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OlivaNPSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/CuiTWXDHHGGGX14,
author = {Henggang Cui and
Alexey Tumanov and
Jinliang Wei and
Lianghong Xu and
Wei Dai and
Jesse Haber{-}Kucharsky and
Qirong Ho and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Ed Lazowska and
Doug Terry and
Remzi H. Arpaci{-}Dusseau and
Johannes Gehrke},
title = {Exploiting iterative-ness for parallel {ML} computations},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, Seattle, WA,
USA, November 3-5, 2014},
pages = {5:1--5:14},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2670979.2670984},
doi = {10.1145/2670979.2670984},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/CuiTWXDHHGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoX14,
author = {Bin Zhao and
Eric P. Xing},
title = {Hierarchical Feature Hashing for Fast Dimensionality Reduction},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {2051--2058},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.263},
doi = {10.1109/CVPR.2014.263},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhaoX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoX14a,
author = {Bin Zhao and
Eric P. Xing},
title = {Quasi Real-Time Summarization for Consumer Videos},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {2513--2520},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.322},
doi = {10.1109/CVPR.2014.322},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhaoX14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimX14,
author = {Gunhee Kim and
Eric P. Xing},
title = {Reconstructing Storyline Graphs for Image Recommendation from Web
Community Photos},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {3882--3889},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.496},
doi = {10.1109/CVPR.2014.496},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimSX14,
author = {Gunhee Kim and
Leonid Sigal and
Eric P. Xing},
title = {Joint Summarization of Large-Scale Collections of Web Images and Videos
for Storyline Reconstruction},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {4225--4232},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.538},
doi = {10.1109/CVPR.2014.538},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimSX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParikhSDX14,
author = {Ankur P. Parikh and
Avneesh Saluja and
Chris Dyer and
Eric P. Xing},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Language Modeling with Power Low Rank Ensembles},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1487--1498},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1158},
doi = {10.3115/V1/D14-1158},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ParikhSDX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Xing14,
author = {Eric P. Xing},
title = {ParLearning Keynote},
booktitle = {2014 {IEEE} International Parallel {\&} Distributed Processing
Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014},
pages = {1601},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IPDPSW.2014.229},
doi = {10.1109/IPDPSW.2014.229},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/Xing14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangLXS14,
author = {Weiguang Wang and
Yingbin Liang and
Eric P. Xing and
Lixin Shen},
title = {Sparse sensor selection for nonparametric decentralized detection
via {L1} regularization},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2014, Reims, France, September 21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MLSP.2014.6958898},
doi = {10.1109/MLSP.2014.6958898},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/WangLXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DubeyHWX14,
author = {Kumar Avinava Dubey and
Qirong Ho and
Sinead A. Williamson and
Eric P. Xing},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Dependent nonparametric trees for dynamic hierarchical clustering},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1152--1160},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5c04925674920eb58467fb52ce4ef728-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DubeyHWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeKZHGX14,
author = {Seunghak Lee and
Jin Kyu Kim and
Xun Zheng and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On Model Parallelization and Scheduling Strategies for Distributed
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2834--2842},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/7d6044e95a16761171b130dcb476a43e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeeKZHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/ParikhWX14,
author = {Ankur P. Parikh and
Wei Wu and
Eric P. Xing},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein and
Marylyn D. Ritchie},
title = {Robust Reverse Engineering of Dynamic Gene Networks Under Sample Size
Heterogeneity},
booktitle = {Biocomputing 2014: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2014},
pages = {265--276},
year = {2014},
url = {http://psb.stanford.edu/psb-online/proceedings/psb14/parikh.pdf},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/ParikhWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeutelTKFPX14,
author = {Alex Beutel and
Partha Pratim Talukdar and
Abhimanu Kumar and
Christos Faloutsos and
Evangelos E. Papalexakis and
Eric P. Xing},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {109--117},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.13},
doi = {10.1137/1.9781611973440.13},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DubeyWX14,
author = {Kumar Avinava Dubey and
Sinead Williamson and
Eric P. Xing},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {142--151},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2449\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/DubeyWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NeiswangerWX14,
author = {Willie Neiswanger and
Chong Wang and
Eric P. Xing},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Asymptotically Exact, Embarrassingly Parallel {MCMC}},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {623--632},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2498\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NeiswangerWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NeiswangerWHX14,
author = {Willie Neiswanger and
Chong Wang and
Qirong Ho and
Eric P. Xing},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Modeling Citation Networks Using Latent Random Offsets},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {633--642},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2499\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NeiswangerWHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/CuiCHKLKWDGGGX14,
author = {Henggang Cui and
James Cipar and
Qirong Ho and
Jin Kyu Kim and
Seunghak Lee and
Abhimanu Kumar and
Jinliang Wei and
Wei Dai and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Garth Gibson and
Nickolai Zeldovich},
title = {Exploiting Bounded Staleness to Speed Up Big Data Analytics},
booktitle = {Proceedings of the 2014 {USENIX} Annual Technical Conference, {USENIX}
{ATC} 2014, Philadelphia, PA, USA, June 19-20, 2014},
pages = {37--48},
publisher = {{USENIX} Association},
year = {2014},
url = {https://www.usenix.org/conference/atc14/technical-sessions/presentation/cui},
timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},
biburl = {https://dblp.org/rec/conf/usenix/CuiCHKLKWDGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SachanDSXH14,
author = {Mrinmaya Sachan and
Avinava Dubey and
Shashank Srivastava and
Eric P. Xing and
Eduard H. Hovy},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Spatial compactness meets topical consistency: jointly modeling links
and content for community detection},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {503--512},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556219},
doi = {10.1145/2556195.2556219},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/SachanDSXH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KimX14,
author = {Gunhee Kim and
Eric P. Xing},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Visualizing brand associations from web community photos},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {623--632},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556212},
doi = {10.1145/2556195.2556212},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KimX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/ZhuX14,
author = {Jun Zhu and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Elena A. Erosheva and
Stephen E. Fienberg},
title = {Discriminative Training of Mixed Membership Models},
booktitle = {Handbook of Mixed Membership Models and Their Applications},
pages = {369--393},
publisher = {Chapman and Hall/CRC},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17520-23},
doi = {10.1201/B17520-23},
timestamp = {Tue, 09 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/crc/ZhuX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/ShringarpureX14,
author = {Suyash Shringarpure and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Elena A. Erosheva and
Stephen E. Fienberg},
title = {Population Stratification with Mixed Membership Models},
booktitle = {Handbook of Mixed Membership Models and Their Applications},
pages = {397--416},
publisher = {Chapman and Hall/CRC},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17520-25},
doi = {10.1201/B17520-25},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crc/ShringarpureX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/HoX14,
author = {Qirong Ho and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Elena A. Erosheva and
Stephen E. Fienberg},
title = {Analyzing Time-Evolving Networks},
booktitle = {Handbook of Mixed Membership Models and Their Applications},
pages = {489--525},
publisher = {Chapman and Hall/CRC},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17520-30},
doi = {10.1201/B17520-30},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crc/HoX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeKZHGX14,
author = {Seunghak Lee and
Jin Kyu Kim and
Xun Zheng and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {Primitives for Dynamic Big Model Parallelism},
journal = {CoRR},
volume = {abs/1406.4580},
year = {2014},
url = {http://arxiv.org/abs/1406.4580},
eprinttype = {arXiv},
eprint = {1406.4580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeKZHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieX14,
author = {Pengtao Xie and
Eric P. Xing},
title = {CryptGraph: Privacy Preserving Graph Analytics on Encrypted Graph},
journal = {CoRR},
volume = {abs/1409.5021},
year = {2014},
url = {http://arxiv.org/abs/1409.5021},
eprinttype = {arXiv},
eprint = {1409.5021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieKX14,
author = {Pengtao Xie and
Jin Kyu Kim and
Eric P. Xing},
title = {Large Scale Distributed Multiclass Logistic Regression},
journal = {CoRR},
volume = {abs/1409.5705},
year = {2014},
url = {http://arxiv.org/abs/1409.5705},
eprinttype = {arXiv},
eprint = {1409.5705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieKX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeX14,
author = {Seunghak Lee and
Eric P. Xing},
title = {Screening Rules for Overlapping Group Lasso},
journal = {CoRR},
volume = {abs/1410.6880},
year = {2014},
url = {http://arxiv.org/abs/1410.6880},
eprinttype = {arXiv},
eprint = {1410.6880},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlivaNPXS14,
author = {Junier B. Oliva and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Eric P. Xing and
Jeff G. Schneider},
title = {Fast Function to Function Regression},
journal = {CoRR},
volume = {abs/1410.7414},
year = {2014},
url = {http://arxiv.org/abs/1410.7414},
eprinttype = {arXiv},
eprint = {1410.7414},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlivaNPXS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiKWHGX14,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
journal = {CoRR},
volume = {abs/1410.8043},
year = {2014},
url = {http://arxiv.org/abs/1410.8043},
eprinttype = {arXiv},
eprint = {1410.8043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiKWHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhengKHX14,
author = {Xun Zheng and
Jin Kyu Kim and
Qirong Ho and
Eric P. Xing},
title = {Model-Parallel Inference for Big Topic Models},
journal = {CoRR},
volume = {abs/1411.2305},
year = {2014},
url = {http://arxiv.org/abs/1411.2305},
eprinttype = {arXiv},
eprint = {1411.2305},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhengKHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanGHDWZXLM14,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric P. Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {LightLDA: Big Topic Models on Modest Compute Clusters},
journal = {CoRR},
volume = {abs/1412.1576},
year = {2014},
url = {http://arxiv.org/abs/1412.1576},
eprinttype = {arXiv},
eprint = {1412.1576},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanGHDWZXLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieX14a,
author = {Pengtao Xie and
Eric P. Xing},
title = {Large Scale Distributed Distance Metric Learning},
journal = {CoRR},
volume = {abs/1412.5949},
year = {2014},
url = {http://arxiv.org/abs/1412.5949},
eprinttype = {arXiv},
eprint = {1412.5949},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieX14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieX14b,
author = {Pengtao Xie and
Eric P. Xing},
title = {Cauchy Principal Component Analysis},
journal = {CoRR},
volume = {abs/1412.6506},
year = {2014},
url = {http://arxiv.org/abs/1412.6506},
eprinttype = {arXiv},
eprint = {1412.6506},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieX14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/PuniyaniX13,
author = {Kriti Puniyani and
Eric P. Xing},
title = {NP-MuScL: Unsupervised Global Prediction of Interaction Networks from
Multiple Data Sources},
journal = {J. Comput. Biol.},
volume = {20},
number = {11},
pages = {892--904},
year = {2013},
url = {https://doi.org/10.1089/cmb.2013.0093},
doi = {10.1089/CMB.2013.0093},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/PuniyaniX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/PuniyaniX13,
author = {Kriti Puniyani and
Eric P. Xing},
title = {{GINI:} From {ISH} Images to Gene Interaction Networks},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {10},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1003227},
doi = {10.1371/JOURNAL.PCBI.1003227},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/PuniyaniX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangLX13,
author = {Weiguang Wang and
Yingbin Liang and
Eric P. Xing},
title = {Block Regularized Lasso for Multivariate Multi-Response Linear Regression},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {608--617},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/wang13c.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimX13,
author = {Gunhee Kim and
Eric P. Xing},
title = {Jointly Aligning and Segmenting Multiple Web Photo Streams for the
Inference of Collective Photo Storylines},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {620--627},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.86},
doi = {10.1109/CVPR.2013.86},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoX13,
author = {Bin Zhao and
Eric P. Xing},
title = {Sparse Output Coding for Large-Scale Visual Recognition},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {3350--3357},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.430},
doi = {10.1109/CVPR.2013.430},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhaoX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotos/CiparHKLGGKX13,
author = {James Cipar and
Qirong Ho and
Jin Kyu Kim and
Seunghak Lee and
Gregory R. Ganger and
Garth Gibson and
Kimberly Keeton and
Eric P. Xing},
editor = {Petros Maniatis},
title = {Solving the Straggler Problem with Bounded Staleness},
booktitle = {14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa
Ana Pueblo, New Mexico, USA, May 13-15, 2013},
publisher = {{USENIX} Association},
year = {2013},
url = {https://www.usenix.org/conference/hotos13/session/cipar},
timestamp = {Wed, 04 Jul 2018 13:06:34 +0200},
biburl = {https://dblp.org/rec/conf/hotos/CiparHKLGGKX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/KimX13,
author = {Gunhee Kim and
Eric P. Xing},
title = {Discovering Pictorial Brand Associations from Large-Scale Online Image
Data},
booktitle = {2013 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2013, Sydney, Australia, December 1-8, 2013},
pages = {404--411},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCVW.2013.60},
doi = {10.1109/ICCVW.2013.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/KimX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolarLX13,
author = {Mladen Kolar and
Han Liu and
Eric P. Xing},
title = {Markov Network Estimation From Multi-attribute Data},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {73--81},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/kolar13a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KolarLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsonDX13,
author = {Sinead Williamson and
Avinava Dubey and
Eric P. Xing},
title = {Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {98--106},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/williamson13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilliamsonDX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RanganathWBX13,
author = {Rajesh Ranganath and
Chong Wang and
David M. Blei and
Eric P. Xing},
title = {An Adaptive Learning Rate for Stochastic Variational Inference},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {298--306},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/ranganath13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RanganathWBX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongIPXP13,
author = {Le Song and
Mariya Ishteva and
Ankur P. Parikh and
Eric P. Xing and
Haesun Park},
title = {Hierarchical Tensor Decomposition of Latent Tree Graphical Models},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {334--342},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/song13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SongIPXP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XieX13,
author = {Pengtao Xie and
Eric P. Xing},
editor = {Francesca Rossi},
title = {Multi-Modal Distance Metric Learning},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1806--1812},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6743},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XieX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AhmedX13,
author = {Amr Ahmed and
Eric P. Xing},
editor = {Francesca Rossi},
title = {Scalable Dynamic Nonparametric Bayesian Models of Content and Users},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {3111--3115},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/7002},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AhmedX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BahadoriLX13,
author = {Mohammad Taha Bahadori and
Yan Liu and
Eric P. Xing},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Fast structure learning in generalized stochastic processes with latent
factors},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {284--292},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487578},
doi = {10.1145/2487575.2487578},
timestamp = {Fri, 16 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BahadoriLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCSX13,
author = {Chong Wang and
Xi Chen and
Alexander J. Smola and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Variance Reduction for Stochastic Gradient Optimization},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {181--189},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/9766527f2b5d3e95d4a733fcfb77bd7e-Abstract.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangCSX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YinHX13,
author = {Junming Yin and
Qirong Ho and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale
Networks},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {422--430},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/07cdfd23373b17c6b337251c22b7ea57-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YinHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoCCLKGGGX13,
author = {Qirong Ho and
James Cipar and
Henggang Cui and
Seunghak Lee and
Jin Kyu Kim and
Phillip B. Gibbons and
Garth A. Gibson and
Gregory R. Ganger and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {More Effective Distributed {ML} via a Stale Synchronous Parallel Parameter
Server},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1223--1231},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/b7bb35b9c6ca2aee2df08cf09d7016c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoCCLKGGGX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsonMX13,
author = {Sinead Williamson and
Steve N. MacEachern and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Restricting exchangeable nonparametric distributions},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2598--2606},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/4122cb13c7a474c1976c9706ae36521d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsonMX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/PuniyaniX13,
author = {Kriti Puniyani and
Eric P. Xing},
editor = {Minghua Deng and
Rui Jiang and
Fengzhu Sun and
Xuegong Zhang},
title = {NP-MuScL: Unsupervised Global Prediction of Interaction Networks from
Multiple Data Sources},
booktitle = {Research in Computational Molecular Biology - 17th Annual International
Conference, {RECOMB} 2013, Beijing, China, April 7-10, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7821},
pages = {173--185},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37195-0\_15},
doi = {10.1007/978-3-642-37195-0\_15},
timestamp = {Mon, 13 May 2019 09:30:09 +0200},
biburl = {https://dblp.org/rec/conf/recomb/PuniyaniX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DubeyHWX13,
author = {Avinava Dubey and
Ahmed Hefny and
Sinead Williamson and
Eric P. Xing},
title = {A Nonparametric Mixture Model for Topic Modeling over Time},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {530--538},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.59},
doi = {10.1137/1.9781611972832.59},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DubeyHWX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieX13,
author = {Pengtao Xie and
Eric P. Xing},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Integrating Document Clustering and Topic Modeling},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2431\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/XieX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KimX13,
author = {Gunhee Kim and
Eric P. Xing},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Time-sensitive web image ranking and retrieval via dynamic multi-task
regression},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {163--172},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433417},
doi = {10.1145/2433396.2433417},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KimX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLX13,
author = {Weiguang Wang and
Yingbin Liang and
Eric P. Xing},
title = {Sharp Threshold for Multivariate Multi-Response Linear Regression
via Block Regularized Lasso},
journal = {CoRR},
volume = {abs/1307.7993},
year = {2013},
url = {http://arxiv.org/abs/1307.7993},
eprinttype = {arXiv},
eprint = {1307.7993},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieX13,
author = {Pengtao Xie and
Eric P. Xing},
title = {Integrating Document Clustering and Topic Modeling},
journal = {CoRR},
volume = {abs/1309.6874},
year = {2013},
url = {http://arxiv.org/abs/1309.6874},
eprinttype = {arXiv},
eprint = {1309.6874},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlivaNPSX13,
author = {Junier B. Oliva and
Willie Neiswanger and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Eric P. Xing},
title = {Fast Distribution To Real Regression},
journal = {CoRR},
volume = {abs/1311.2236},
year = {2013},
url = {http://arxiv.org/abs/1311.2236},
eprinttype = {arXiv},
eprint = {1311.2236},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlivaNPSX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeiswangerWX13,
author = {Willie Neiswanger and
Chong Wang and
Eric P. Xing},
title = {Asymptotically Exact, Embarrassingly Parallel {MCMC}},
journal = {CoRR},
volume = {abs/1311.4780},
year = {2013},
url = {http://arxiv.org/abs/1311.4780},
eprinttype = {arXiv},
eprint = {1311.4780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeiswangerWX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuWYXYC13,
author = {Zhiting Hu and
Chong Wang and
Junjie Yao and
Eric P. Xing and
Hongzhi Yin and
Bin Cui},
title = {Community Specific Temporal Topic Discovery from Social Media},
journal = {CoRR},
volume = {abs/1312.0860},
year = {2013},
url = {http://arxiv.org/abs/1312.0860},
eprinttype = {arXiv},
eprint = {1312.0860},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuWYXYC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeKHGX13,
author = {Seunghak Lee and
Jin Kyu Kim and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {Structure-Aware Dynamic Scheduler for Parallel Machine Learning},
journal = {CoRR},
volume = {abs/1312.5766},
year = {2013},
url = {http://arxiv.org/abs/1312.5766},
eprinttype = {arXiv},
eprint = {1312.5766},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeKHGX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParikhSDX13,
author = {Ankur P. Parikh and
Avneesh Saluja and
Chris Dyer and
Eric P. Xing},
title = {Language Modeling with Power Low Rank Ensembles},
journal = {CoRR},
volume = {abs/1312.7077},
year = {2013},
url = {http://arxiv.org/abs/1312.7077},
eprinttype = {arXiv},
eprint = {1312.7077},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParikhSDX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiWZKLYHX13,
author = {Wei Dai and
Jinliang Wei and
Xun Zheng and
Jin Kyu Kim and
Seunghak Lee and
Junming Yin and
Qirong Ho and
Eric P. Xing},
title = {Petuum: {A} Framework for Iterative-Convergent Distributed {ML}},
journal = {CoRR},
volume = {abs/1312.7651},
year = {2013},
url = {http://arxiv.org/abs/1312.7651},
eprinttype = {arXiv},
eprint = {1312.7651},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiWZKLYHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiDKZHX13,
author = {Jinliang Wei and
Wei Dai and
Abhimanu Kumar and
Xun Zheng and
Qirong Ho and
Eric P. Xing},
title = {Consistent Bounded-Asynchronous Parameter Servers for Distributed
{ML}},
journal = {CoRR},
volume = {abs/1312.7869},
year = {2013},
url = {http://arxiv.org/abs/1312.7869},
eprinttype = {arXiv},
eprint = {1312.7869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiDKZHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LeeX12,
author = {Seunghak Lee and
Eric P. Xing},
title = {Leveraging input and output structures for joint mapping of epistatic
and marginal eQTLs},
journal = {Bioinform.},
volume = {28},
number = {12},
pages = {137--146},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/bts227},
doi = {10.1093/BIOINFORMATICS/BTS227},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LeeX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CurtisXPKX12,
author = {Ross E. Curtis and
Jing Xiang and
Ankur P. Parikh and
Peter Kinnaird and
Eric P. Xing},
title = {Enabling dynamic network analysis through visualization in TVNViewer},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {204},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-204},
doi = {10.1186/1471-2105-13-204},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/CurtisXPKX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuAX12,
author = {Jun Zhu and
Amr Ahmed and
Eric P. Xing},
title = {MedLDA: maximum margin supervised topic models},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2237--2278},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503315},
doi = {10.5555/2503308.2503315},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhuAX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenZSX12,
author = {Ning Chen and
Jun Zhu and
Fuchun Sun and
Eric P. Xing},
title = {Large-Margin Predictive Latent Subspace Learning for Multiview Data
Analysis},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {12},
pages = {2365--2378},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2012.64},
doi = {10.1109/TPAMI.2012.64},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ChenZSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYX12,
author = {Yu Zhang and
Dit{-}Yan Yeung and
Eric P. Xing},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Supervised Probabilistic Robust Embedding with Sparse Noise},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1226--1232},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8301},
doi = {10.1609/AAAI.V26I1.8301},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangYX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiZSXL12,
author = {Li{-}Jia Li and
Jun Zhu and
Hao Su and
Eric P. Xing and
Li Fei{-}Fei},
editor = {Kyoung Mu Lee and
Yasuyuki Matsushita and
James M. Rehg and
Zhanyi Hu},
title = {Multi-Level Structured Image Coding on High-Dimensional Image Representation},
booktitle = {Computer Vision - {ACCV} 2012, 11th Asian Conference on Computer Vision,
Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7725},
pages = {147--161},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37444-9\_12},
doi = {10.1007/978-3-642-37444-9\_12},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/accv/LiZSXL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Xing12,
author = {Eric P. Xing},
title = {Topic Models, Latent Space Models, Sparse Coding, and All That: {A}
Systematic Understanding of Probabilistic Semantic Extraction in Large
Corpus},
booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics,
Tutorial Abstracts, July 8, 2012, Jeju Island, Korea},
pages = {3},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/P12-4003/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Xing12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/EisensteinCKX12,
author = {Jacob Eisenstein and
Duen Horng Chau and
Aniket Kittur and
Eric P. Xing},
editor = {Joseph A. Konstan and
Ed H. Chi and
Kristina H{\"{o}}{\"{o}}k},
title = {TopicViz: interactive topic exploration in document collections},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
Extended Abstracts Volume, Austin, TX, USA, May 5-10, 2012},
pages = {2177--2182},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2212776.2223772},
doi = {10.1145/2212776.2223772},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/EisensteinCKX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimX12,
author = {Gunhee Kim and
Eric P. Xing},
title = {On multiple foreground cosegmentation},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {837--844},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247756},
doi = {10.1109/CVPR.2012.6247756},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/PuniyaniX12,
author = {Kriti Puniyani and
Eric P. Xing},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Inferring Gene Interaction Networks from {ISH} Images via Kernelized
Graphical Models},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {7577},
pages = {72--85},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33783-3\_6},
doi = {10.1007/978-3-642-33783-3\_6},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/PuniyaniX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolarX12,
author = {Mladen Kolar and
Eric P. Xing},
title = {Consistent Covariance Selection From Data With Missing Values},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/313.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KolarX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YinCX12,
author = {Junming Yin and
Xi Chen and
Eric P. Xing},
title = {Group Sparse Additive Models},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/463.pdf},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YinCX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HuLX12,
author = {Jiayao Hu and
Yingbin Liang and
Eric P. Xing},
title = {Nonparametric decentralized detection based on weighted count kernel},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {324--328},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6284201},
doi = {10.1109/ISIT.2012.6284201},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HuLX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KimLX12,
author = {Gunhee Kim and
Li Fei{-}Fei and
Eric P. Xing},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Web image prediction using multivariate point processes},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1068--1076},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339699},
doi = {10.1145/2339530.2339699},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KimLX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FukumasuEX12,
author = {Kosuke Fukumasu and
Koji Eguchi and
Eric P. Xing},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Symmetric Correspondence Topic Models for Multilingual Text Analysis},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1295--1303},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/6766aa2750c19aad2fa1b32f36ed4aee-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FukumasuEX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangZSX12,
author = {Qixia Jiang and
Jun Zhu and
Maosong Sun and
Eric P. Xing},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Monte Carlo Methods for Maximum Margin Supervised Topic Models},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1601--1609},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/912d2b1c7b2826caf99687388d2e8f7c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JiangZSX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoYX12,
author = {Qirong Ho and
Junming Yin and
Eric P. Xing},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {On Triangular versus Edge Representations --- Towards Scalable Modeling
of Networks},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2141--2149},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/7cce53cf90577442771720a370c3c723-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoYX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/CurtisYKX12,
author = {Ross E. Curtis and
Junming Yin and
Peter Kinnaird and
Eric P. Xing},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Tiffany Murray and
Teri E. Klein},
title = {Finding Genome-Transcriptome-Phenome Associations with Structured
Association Mapping and Visualization in GenAMap},
booktitle = {Biocomputing 2012: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2012},
pages = {327--338},
publisher = {World Scientific Publishing},
year = {2012},
url = {http://psb.stanford.edu/psb-online/proceedings/psb12/curtis.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/CurtisYKX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ParikhSITX12,
author = {Ankur P. Parikh and
Le Song and
Mariya Ishteva and
Gabi Teodoru and
Eric P. Xing},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {A Spectral Algorithm for Latent Junction Trees},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {675--684},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2329\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/ParikhSITX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HoEX12,
author = {Qirong Ho and
Jacob Eisenstein and
Eric P. Xing},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Document hierarchies from text and links},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {739--748},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187936},
doi = {10.1145/2187836.2187936},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/HoEX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3708,
author = {Xi Chen and
Qihang Lin and
Seyoung Kim and
Jaime G. Carbonell and
Eric P. Xing},
title = {Smoothing Proximal Gradient Method for General Structured Sparse Learning},
journal = {CoRR},
volume = {abs/1202.3708},
year = {2012},
url = {http://arxiv.org/abs/1202.3708},
eprinttype = {arXiv},
eprint = {1202.3708},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3778,
author = {Jun Zhu and
Eric P. Xing},
title = {Sparse Topical Coding},
journal = {CoRR},
volume = {abs/1202.3778},
year = {2012},
url = {http://arxiv.org/abs/1202.3778},
eprinttype = {arXiv},
eprint = {1202.3778},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3463,
author = {Amr Ahmed and
Eric P. Xing},
title = {Timeline: {A} Dynamic Hierarchical Dirichlet Process Model for Recovering
Birth/Death and Evolution of Topics in Text Stream},
journal = {CoRR},
volume = {abs/1203.3463},
year = {2012},
url = {http://arxiv.org/abs/1203.3463},
eprinttype = {arXiv},
eprint = {1203.3463},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4673,
author = {Junming Yin and
Xi Chen and
Eric P. Xing},
title = {Group Sparse Additive Models},
journal = {CoRR},
volume = {abs/1206.4673},
year = {2012},
url = {http://arxiv.org/abs/1206.4673},
eprinttype = {arXiv},
eprint = {1206.4673},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1423,
author = {Eric P. Xing and
Rong Yan and
Alexander G. Hauptmann},
title = {Mining Associated Text and Images with Dual-Wing Harmoniums},
journal = {CoRR},
volume = {abs/1207.1423},
year = {2012},
url = {http://arxiv.org/abs/1207.1423},
eprinttype = {arXiv},
eprint = {1207.1423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4156,
author = {Eric P. Xing and
Michael I. Jordan and
Stuart Russell},
title = {Graph partition strategies for generalized mean field inference},
journal = {CoRR},
volume = {abs/1207.4156},
year = {2012},
url = {http://arxiv.org/abs/1207.4156},
eprinttype = {arXiv},
eprint = {1207.4156},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-1766,
author = {Jun Zhu and
Ning Chen and
Eric P. Xing},
title = {Bayesian Inference with Posterior Regularization and Infinite Latent
Support Vector Machines},
journal = {CoRR},
volume = {abs/1210.1766},
year = {2012},
url = {http://arxiv.org/abs/1210.1766},
eprinttype = {arXiv},
eprint = {1210.1766},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-1766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4884,
author = {Ankur P. Parikh and
Le Song and
Mariya Ishteva and
Gabi Teodoru and
Eric P. Xing},
title = {A Spectral Algorithm for Latent Junction Trees},
journal = {CoRR},
volume = {abs/1210.4884},
year = {2012},
url = {http://arxiv.org/abs/1210.4884},
eprinttype = {arXiv},
eprint = {1210.4884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-5268,
author = {Jacob Eisenstein and
Brendan O'Connor and
Noah A. Smith and
Eric P. Xing},
title = {Mapping the geographical diffusion of new words},
journal = {CoRR},
volume = {abs/1210.5268},
year = {2012},
url = {http://arxiv.org/abs/1210.5268},
eprinttype = {arXiv},
eprint = {1210.5268},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-5268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0028,
author = {Qirong Ho and
Rong Yan and
Rajat Raina and
Eric P. Xing},
title = {Understanding the Interaction between Interests, Conversations and
Friendships in Facebook},
journal = {CoRR},
volume = {abs/1211.0028},
year = {2012},
url = {http://arxiv.org/abs/1211.0028},
eprinttype = {arXiv},
eprint = {1211.0028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2512,
author = {Eric P. Xing and
Michael I. Jordan and
Stuart Russell},
title = {A Generalized Mean Field Algorithm for Variational Inference in Exponential
Families},
journal = {CoRR},
volume = {abs/1212.2512},
year = {2012},
url = {http://arxiv.org/abs/1212.2512},
eprinttype = {arXiv},
eprint = {1212.2512},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-6550,
author = {Andr{\'{e}} F. T. Martins and
M{\'{a}}rio A. T. Figueiredo and
Pedro M. Q. Aguiar and
Noah A. Smith and
Eric P. Xing},
title = {Alternating Directions Dual Decomposition},
journal = {CoRR},
volume = {abs/1212.6550},
year = {2012},
url = {http://arxiv.org/abs/1212.6550},
eprinttype = {arXiv},
eprint = {1212.6550},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-6550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ParikhWCX11,
author = {Ankur P. Parikh and
Wei Wu and
Ross E. Curtis and
Eric P. Xing},
title = {{TREEGL:} reverse engineering tree-evolving gene networks underlying
developing biological lineages},
journal = {Bioinform.},
volume = {27},
number = {13},
pages = {196--204},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr239},
doi = {10.1093/BIOINFORMATICS/BTR239},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ParikhWCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShringarpureWX11,
author = {Suyash Shringarpure and
Daegun Won and
Eric P. Xing},
title = {StructHDP: automatic inference of number of clusters and population
structure from admixed genotype data},
journal = {Bioinform.},
volume = {27},
number = {13},
pages = {324--332},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr242},
doi = {10.1093/BIOINFORMATICS/BTR242},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShringarpureWX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/CurtisYSGX11,
author = {Ross E. Curtis and
Amos Yuen and
Le Song and
Anuj Goyal and
Eric P. Xing},
title = {TVNViewer: An interactive visualization tool for exploring networks
that change over time or space},
journal = {Bioinform.},
volume = {27},
number = {13},
pages = {1880--1881},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr273},
doi = {10.1093/BIOINFORMATICS/BTR273},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/CurtisYSGX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/EisensteinSX11,
author = {Jacob Eisenstein and
Noah A. Smith and
Eric P. Xing},
editor = {Dekang Lin and
Yuji Matsumoto and
Rada Mihalcea},
title = {Discovering Sociolinguistic Associations with Structured Sparsity},
booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies, Proceedings of the Conference, 19-24
June, 2011, Portland, Oregon, {USA}},
pages = {1365--1374},
publisher = {The Association for Computer Linguistics},
year = {2011},
url = {https://aclanthology.org/P11-1137/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/EisensteinSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/HuLX11,
author = {Jiayao Hu and
Yingbin Liang and
Eric P. Xing},
title = {Nonparametric decision making based on tree-structured information
aggregation},
booktitle = {49th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2011, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, 28-30 September, 2011},
pages = {1853--1860},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/Allerton.2011.6120394},
doi = {10.1109/ALLERTON.2011.6120394},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/HuLX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biovis/CurtisKX11,
author = {Ross E. Curtis and
Peter Kinnaird and
Eric P. Xing},
editor = {Jessie Kennedy and
Jos B. T. M. Roerdink},
title = {GenAMap: Visualization strategies for structured association mapping},
booktitle = {2011 {IEEE} Symposium on Biological Data Visualization, BioVis 2011,
Providence, RI, USA, October 23-24, 2011},
pages = {87--94},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BioVis.2011.6094052},
doi = {10.1109/BIOVIS.2011.6094052},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/biovis/CurtisKX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoYX11,
author = {Bin Zhao and
Xiaoxin Yin and
Eric P. Xing},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Max margin learning on domain-independent web information extraction},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1305--1310},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063765},
doi = {10.1145/2063576.2063765},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoYX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoLX11,
author = {Bin Zhao and
Li Fei{-}Fei and
Eric P. Xing},
title = {Online detection of unusual events in videos via dynamic sparse coding},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {3313--3320},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995524},
doi = {10.1109/CVPR.2011.5995524},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhaoLX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/EisensteinYCSX11,
author = {Jacob Eisenstein and
Tae Yano and
William W. Cohen and
Noah A. Smith and
Eric P. Xing},
editor = {Omri Abend and
Anna Korhonen and
Ari Rappoport and
Roi Reichart},
title = {Structured Databases of Named Entities from Bayesian Nonparametrics},
booktitle = {Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP
2011, Edinburgh, Scotland, July 30, 2011},
pages = {2--12},
publisher = {Association for Computational Linguistics},
year = {2011},
url = {https://aclanthology.org/W11-2202/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/EisensteinYCSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KimXLK11,
author = {Gunhee Kim and
Eric P. Xing and
Li Fei{-}Fei and
Takeo Kanade},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Distributed cosegmentation via submodular optimization on anisotropic
diffusion},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {169--176},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126239},
doi = {10.1109/ICCV.2011.6126239},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KimXLK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinsFASX11,
author = {Andr{\'{e}} F. T. Martins and
M{\'{a}}rio A. T. Figueiredo and
Pedro M. Q. Aguiar and
Noah A. Smith and
Eric P. Xing},
editor = {Lise Getoor and
Tobias Scheffer},
title = {An Augmented Lagrangian Approach to Constrained {MAP} Inference},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {169--176},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/150\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MartinsFASX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuCX11,
author = {Jun Zhu and
Ning Chen and
Eric P. Xing},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Infinite {SVM:} a Dirichlet Process Mixture of Large-margin Kernel
Machines},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {617--624},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/374\_icmlpaper.pdf},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EisensteinAX11,
author = {Jacob Eisenstein and
Amr Ahmed and
Eric P. Xing},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Sparse Additive Generative Models of Text},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1041--1048},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/534\_icmlpaper.pdf},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EisensteinAX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParikhSX11,
author = {Ankur P. Parikh and
Le Song and
Eric P. Xing},
editor = {Lise Getoor and
Tobias Scheffer},
title = {A Spectral Algorithm for Latent Tree Graphical Models},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1065--1072},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/545\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ParikhSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KamisettyXL11,
author = {Hetunandan Kamisetty and
Eric P. Xing and
Christopher James Langmead},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Approximating Correlated Equilibria using Relaxations on the Marginal
Polytope},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1153--1160},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/594\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KamisettyXL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbra/Xing11,
author = {Eric P. Xing},
editor = {Jianer Chen and
Jianxin Wang and
Alexander Zelikovsky},
title = {Genome-Phenome Association Analysis of Complex Diseases a Structured
Sparse Regression Approach - (Keynote Talk)},
booktitle = {Bioinformatics Research and Applications - 7th International Symposium,
{ISBRA} 2011, Changsha, China, May 27-29, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6674},
pages = {11},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21260-4\_5},
doi = {10.1007/978-3-642-21260-4\_5},
timestamp = {Fri, 21 Aug 2020 17:12:20 +0200},
biburl = {https://dblp.org/rec/conf/isbra/Xing11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLCX11,
author = {Jun Zhu and
Ni Lao and
Ning Chen and
Eric P. Xing},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Conditional topical coding: an efficient topic model conditioned on
rich features},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {475--483},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020484},
doi = {10.1145/2020408.2020484},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoLX11,
author = {Bin Zhao and
Li Fei{-}Fei and
Eric P. Xing},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Large-Scale Category Structure Aware Image Categorization},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1251--1259},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/d5cfead94f5350c12c322b5b664544c1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaoLX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuCX11,
author = {Jun Zhu and
Ning Chen and
Eric P. Xing},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Infinite Latent {SVM} for Classification and Multi-task Learning},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1620--1628},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/9f53d83ec0691550f7d2507d57f4f5a2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongPX11,
author = {Le Song and
Ankur P. Parikh and
Eric P. Xing},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Kernel Embeddings of Latent Tree Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2708--2716},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/dc09c97fd73d7a324bdbfe7c79525f64-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongPX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenLKCX11,
author = {Xi Chen and
Qihang Lin and
Seyoung Kim and
Jaime G. Carbonell and
Eric P. Xing},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Smoothing Proximal Gradient Method for General Structured Sparse Learning},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {105--114},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2177\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenLKCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhuX11,
author = {Jun Zhu and
Eric P. Xing},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Sparse Topical Coding},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {831--838},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2182\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhuX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AhmedHEXST11,
author = {Amr Ahmed and
Qirong Ho and
Jacob Eisenstein and
Eric P. Xing and
Alexander J. Smola and
Choon Hui Teo},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Unified analysis of streaming news},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {267--276},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963445},
doi = {10.1145/1963405.1963445},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AhmedHEXST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AhmedHTESX11,
author = {Amr Ahmed and
Qirong Ho and
Choon Hui Teo and
Jacob Eisenstein and
Alexander J. Smola and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Online Inference for the Infinite Topic-Cluster Model: Storylines
from Streaming Text},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {101--109},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ahmed11a/ahmed11a.pdf},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AhmedHTESX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HoPSX11,
author = {Qirong Ho and
Ankur P. Parikh and
Le Song and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Multiscale Community Blockmodel for Network Exploration},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {333--341},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ho11a/ho11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoPSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HoSX11,
author = {Qirong Ho and
Le Song and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {342--350},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ho11b/ho11b.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KolarX11,
author = {Mladen Kolar and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {On Time Varying Undirected Graphs},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {407--415},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/kolar11a/kolar11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolarX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MartinsSXAF11,
author = {Andr{\'{e}} Filipe Torres Martins and
Noah A. Smith and
Eric P. Xing and
Pedro M. Q. Aguiar and
M{\'{a}}rio A. T. Figueiredo},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Online Learning of Structured Predictors with Multiple Kernels},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {507--515},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/martins11a/martins11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartinsSXAF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6200,
author = {Jacob Eisenstein and
Duen Horng Chau and
Aniket Kittur and
Eric P. Xing},
title = {TopicScape: Semantic Navigation of Document Collections},
journal = {CoRR},
volume = {abs/1110.6200},
year = {2011},
url = {http://arxiv.org/abs/1110.6200},
eprinttype = {arXiv},
eprint = {1110.6200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-6200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PuniyaniFX10,
author = {Kriti Puniyani and
Christos Faloutsos and
Eric P. Xing},
title = {SPEX\({}^{\mbox{2}}\): automated concise extraction of spatial gene
expression patterns from Fly embryo {ISH} images},
journal = {Bioinform.},
volume = {26},
number = {12},
pages = {47--56},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq172},
doi = {10.1093/BIOINFORMATICS/BTQ172},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/PuniyaniFX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PuniyaniKX10,
author = {Kriti Puniyani and
Seyoung Kim and
Eric P. Xing},
title = {Multi-population {GWA} mapping via multi-task regularized regression},
journal = {Bioinform.},
volume = {26},
number = {12},
pages = {208--216},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq191},
doi = {10.1093/BIOINFORMATICS/BTQ191},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/PuniyaniKX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ws/AhmedACKSXCM10,
author = {Amr Ahmed and
Andrew Arnold and
Lu{\'{\i}}s Pedro Coelho and
Joshua D. Kangas and
Abdul{-}Saboor Sheikh and
Eric P. Xing and
William W. Cohen and
Robert F. Murphy},
title = {Structured literature image finder: Parsing text and figures in biomedical
literature},
journal = {J. Web Semant.},
volume = {8},
number = {2-3},
pages = {151--154},
year = {2010},
url = {https://doi.org/10.1016/j.websem.2010.04.002},
doi = {10.1016/J.WEBSEM.2010.04.002},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ws/AhmedACKSXCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KimXT10,
author = {Gunhee Kim and
Eric P. Xing and
Antonio Torralba},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Modeling and Analysis of Dynamic Behaviors of Web Image Collections},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {6315},
pages = {85--98},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15555-0\_7},
doi = {10.1007/978-3-642-15555-0\_7},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KimXT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhaoFX10,
author = {Bin Zhao and
Li Fei{-}Fei and
Eric P. Xing},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Image Segmentation with Topic Random Field},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {6315},
pages = {785--798},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15555-0\_57},
doi = {10.1007/978-3-642-15555-0\_57},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZhaoFX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MartinsSXAF10,
author = {Andr{\'{e}} F. T. Martins and
Noah A. Smith and
Eric P. Xing and
Pedro M. Q. Aguiar and
M{\'{a}}rio A. T. Figueiredo},
title = {Turbo Parsers: Dependency Parsing by Approximate Variational Inference},
booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
Group of the {ACL}},
pages = {34--44},
publisher = {{ACL}},
year = {2010},
url = {https://aclanthology.org/D10-1004/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MartinsSXAF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AhmedX10,
author = {Amr Ahmed and
Eric P. Xing},
title = {Staying Informed: Supervised and Semi-Supervised Multi-View Topical
Analysis of Ideological Perspective},
booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
Group of the {ACL}},
pages = {1140--1150},
publisher = {{ACL}},
year = {2010},
url = {https://aclanthology.org/D10-1111/},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AhmedX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/EisensteinOSX10,
author = {Jacob Eisenstein and
Brendan O'Connor and
Noah A. Smith and
Eric P. Xing},
title = {A Latent Variable Model for Geographic Lexical Variation},
booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
Group of the {ACL}},
pages = {1277--1287},
publisher = {{ACL}},
year = {2010},
url = {https://aclanthology.org/D10-1124/},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/EisensteinOSX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimX10,
author = {Seyoung Kim and
Eric P. Xing},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Tree-Guided Group Lasso for Multi-Task Regression with Structured
Sparsity},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {543--550},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/352.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolarPX10,
author = {Mladen Kolar and
Ankur P. Parikh and
Eric P. Xing},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {On Sparse Nonparametric Conditional Covariance Selection},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {559--566},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/197.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KolarPX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuX10,
author = {Jun Zhu and
Eric P. Xing},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Conditional Topic Random Fields},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1239--1246},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/420.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuLX10,
author = {Jun Zhu and
Ni Lao and
Eric P. Xing},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Grafting-light: fast, incremental feature selection and structure
learning of Markov random fields},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {303--312},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835845},
doi = {10.1145/1835804.1835845},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuLX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZX10,
author = {Ning Chen and
Jun Zhu and
Eric P. Xing},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Predictive Subspace Learning for Multi-view Data: a Large Margin Approach},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {361--369},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/8e6b42f1644ecb1327dc03ab345e618b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenZX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeZX10,
author = {Seunghak Lee and
Jun Zhu and
Eric P. Xing},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Adaptive Multi-Task Lasso: with Application to eQTL Detection},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1306--1314},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/3cf166c6b73f030b4f67eeaeba301103-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeeZX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSXL10,
author = {Li{-}Jia Li and
Hao Su and
Eric P. Xing and
Li Fei{-}Fei},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Object Bank: {A} High-Level Image Representation for Scene Classification
{\&} Semantic Feature Sparsification},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1378--1386},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/140f6969d5213fd0ece03148e62e461e-Abstract.html},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiSXL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuLLX10,
author = {Jun Zhu and
Li{-}Jia Li and
Li Fei{-}Fei and
Eric P. Xing},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Large Margin Learning of Upstream Scene Understanding Models},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2586--2594},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/39461a19e9eddfb385ea76b26521ea48-Abstract.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuLLX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/LeeXB10,
author = {Seunghak Lee and
Eric P. Xing and
Michael Brudno},
editor = {Bonnie Berger},
title = {MoGUL: Detecting Common Insertions and Deletions in a Population},
booktitle = {Research in Computational Molecular Biology, 14th Annual International
Conference, {RECOMB} 2010, Lisbon, Portugal, April 25-28, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6044},
pages = {357--368},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12683-3\_23},
doi = {10.1007/978-3-642-12683-3\_23},
timestamp = {Mon, 13 May 2019 09:30:09 +0200},
biburl = {https://dblp.org/rec/conf/recomb/LeeXB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AhmedX10,
author = {Amr Ahmed and
Eric P. Xing},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Timeline: {A} Dynamic Hierarchical Dirichlet Process Model for Recovering
Birth/Death and Evolution of Topics in Text Stream},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {20--29},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2163\&\#38;proceeding\_id=26},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AhmedX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KolarX10,
author = {Mladen Kolar and
Eric P. Xing},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Ultra-high Dimensional Multiple Output Learning With Simultaneous
Orthogonal Matching Pursuit: Screening Approach},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {413--420},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kolar10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolarX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-3579,
author = {Xi Chen and
Seyoung Kim and
Qihang Lin and
Jaime G. Carbonell and
Eric P. Xing},
title = {Graph-Structured Multi-task Regression and an Efficient Optimization
Method for General Fused Lasso},
journal = {CoRR},
volume = {abs/1005.3579},
year = {2010},
url = {http://arxiv.org/abs/1005.3579},
eprinttype = {arXiv},
eprint = {1005.3579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-3579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-4717,
author = {Xi Chen and
Qihang Lin and
Seyoung Kim and
Javier Pe{\~{n}}a and
Jaime G. Carbonell and
Eric P. Xing},
title = {An Efficient Proximal-Gradient Method for Single and Multi-task Regression
with Structured Sparsity},
journal = {CoRR},
volume = {abs/1005.4717},
year = {2010},
url = {http://arxiv.org/abs/1005.4717},
eprinttype = {arXiv},
eprint = {1005.4717},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-4717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FuRX09,
author = {Wenjie Fu and
Pradipta Ray and
Eric P. Xing},
title = {{DISCOVER:} a feature-based discriminative method for motif search
in complex genomes},
journal = {Bioinform.},
volume = {25},
number = {12},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp230},
doi = {10.1093/BIOINFORMATICS/BTP230},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/FuRX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KimSX09,
author = {Seyoung Kim and
Kyung{-}Ah Sohn and
Eric P. Xing},
title = {A multivariate regression approach to association analysis of a quantitative
trait network},
journal = {Bioinform.},
volume = {25},
number = {12},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp218},
doi = {10.1093/BIOINFORMATICS/BTP218},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/KimSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SongKX09,
author = {Le Song and
Mladen Kolar and
Eric P. Xing},
title = {{KELLER:} estimating time-varying interactions between genes},
journal = {Bioinform.},
volume = {25},
number = {12},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp192},
doi = {10.1093/BIOINFORMATICS/BTP192},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/SongKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MartinsSXAF09,
author = {Andr{\'{e}} F. T. Martins and
Noah A. Smith and
Eric P. Xing and
Pedro M. Q. Aguiar and
M{\'{a}}rio A. T. Figueiredo},
title = {Nonextensive Information Theoretic Kernels on Measures},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {935--975},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577104},
doi = {10.5555/1577069.1577104},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartinsSXAF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhuX09,
author = {Jun Zhu and
Eric P. Xing},
title = {Maximum Entropy Discrimination Markov Networks},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2531--2569},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755871},
doi = {10.5555/1577069.1755871},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhuX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MartinsSX09,
author = {Andr{\'{e}} F. T. Martins and
Noah A. Smith and
Eric P. Xing},
editor = {Keh{-}Yih Su and
Jian Su and
Janyce Wiebe},
title = {Concise Integer Linear Programming Formulations for Dependency Parsing},
booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association
for Computational Linguistics and the 4th International Joint Conference
on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore},
pages = {342--350},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/P09-1039/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MartinsSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuSX09,
author = {Wenjie Fu and
Le Song and
Eric P. Xing},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Dynamic mixed membership blockmodel for evolving networks},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {329--336},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553416},
doi = {10.1145/1553374.1553416},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/FuSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinsSX09,
author = {Andr{\'{e}} F. T. Martins and
Noah A. Smith and
Eric P. Xing},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Polyhedral outer approximations with application to natural language
parsing},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {713--720},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553466},
doi = {10.1145/1553374.1553466},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MartinsSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuAX09,
author = {Jun Zhu and
Amr Ahmed and
Eric P. Xing},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {MedLDA: maximum margin supervised topic models for regression and
classification},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1257--1264},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553535},
doi = {10.1145/1553374.1553535},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuAX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuX09,
author = {Jun Zhu and
Eric P. Xing},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {On primal and dual sparsity of Markov networks},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1265--1272},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553536},
doi = {10.1145/1553374.1553536},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AhmedXCM09,
author = {Amr Ahmed and
Eric P. Xing and
William W. Cohen and
Robert F. Murphy},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Structured correspondence topic models for mining captioned figures
in biological literature},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {39--48},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557031},
doi = {10.1145/1557019.1557031},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AhmedXCM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuXZ09,
author = {Jun Zhu and
Eric P. Xing and
Bo Zhang},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Primal sparse Max-margin Markov networks},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {1047--1056},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557132},
doi = {10.1145/1557019.1557132},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuXZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KolarSX09,
author = {Mladen Kolar and
Le Song and
Eric P. Xing},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Sparsistent Learning of Varying-coefficient Models with Structural
Changes},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1006--1014},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/7bcdf75ad237b8e02e301f4091fb6bc8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KolarSX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongKX09,
author = {Le Song and
Mladen Kolar and
Eric P. Xing},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Time-Varying Dynamic Bayesian Networks},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1732--1740},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/a67f096809415ca1c9f112d96d27689b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangKX09,
author = {Xiaolin Yang and
Seyoung Kim and
Eric P. Xing},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Heterogeneous multitask learning with joint sparsity constraints},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2151--2159},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/58c54802a9fb9526cd0923353a34a7ae-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangKX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannekeX09,
author = {Steve Hanneke and
Eric P. Xing},
editor = {David A. Van Dyk and
Max Welling},
title = {Network Completion and Survey Sampling},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {209--215},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/hanneke09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannekeX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/KamisettyXL08,
author = {Hetunandan Kamisetty and
Eric P. Xing and
Christopher James Langmead},
title = {Free Energy Estimates of All-Atom Protein Structures Using Generalized
Belief Propagation},
journal = {J. Comput. Biol.},
volume = {15},
number = {7},
pages = {755--766},
year = {2008},
url = {https://doi.org/10.1089/cmb.2007.0131},
doi = {10.1089/CMB.2007.0131},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/KamisettyXL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AiroldiBFX08,
author = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Eric P. Xing},
title = {Mixed Membership Stochastic Blockmodels},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1981--2014},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442798},
doi = {10.5555/1390681.1442798},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AiroldiBFX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/RaySKX08,
author = {Pradipta Ray and
Suyash Shringarpure and
Mladen Kolar and
Eric P. Xing},
title = {{CSMET:} Comparative Genomic Motif Detection via Multi-Resolution
Phylogenetic Shadowing},
journal = {PLoS Comput. Biol.},
volume = {4},
number = {6},
year = {2008},
url = {https://doi.org/10.1371/journal.pcbi.1000090},
doi = {10.1371/JOURNAL.PCBI.1000090},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/RaySKX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GuoLFX08,
author = {Fan Guo and
Lei Li and
Christos Faloutsos and
Eric P. Xing},
title = {{C-DEM:} a multi-modal query system for Drosophila Embryo databases},
journal = {Proc. {VLDB} Endow.},
volume = {1},
number = {2},
pages = {1508--1511},
year = {2008},
url = {http://www.vldb.org/pvldb/vol1/1454214.pdf},
doi = {10.14778/1454159.1454214},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GuoLFX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YangYLX08,
author = {Jun Yang and
Rong Yan and
Yan Liu and
Eric P. Xing},
title = {Harmonium Models for Video Classification},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {23--37},
year = {2008},
url = {https://doi.org/10.1002/sam.103},
doi = {10.1002/SAM.103},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YangYLX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AhmedYXGX08,
author = {Amr Ahmed and
Kai Yu and
Wei Xu and
Yihong Gong and
Eric P. Xing},
editor = {David A. Forsyth and
Philip H. S. Torr and
Andrew Zisserman},
title = {Training Hierarchical Feed-Forward Visual Recognition Models Using
Transfer Learning from Pseudo-Tasks},
booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer
Vision, Marseille, France, October 12-18, 2008, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {5304},
pages = {69--82},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88690-7\_6},
doi = {10.1007/978-3-540-88690-7\_6},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AhmedYXGX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MartinsDSX08,
author = {Andr{\'{e}} F. T. Martins and
Dipanjan Das and
Noah A. Smith and
Eric P. Xing},
title = {Stacking Dependency Parsers},
booktitle = {2008 Conference on Empirical Methods in Natural Language Processing,
{EMNLP} 2008, Proceedings of the Conference, 25-27 October 2008, Honolulu,
Hawaii, USA, {A} meeting of SIGDAT, a Special Interest Group of the
{ACL}},
pages = {157--166},
publisher = {{ACL}},
year = {2008},
url = {https://aclanthology.org/D08-1017/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MartinsDSX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MartinsFASX08,
author = {Andr{\'{e}} F. T. Martins and
M{\'{a}}rio A. T. Figueiredo and
Pedro M. Q. Aguiar and
Noah A. Smith and
Eric P. Xing},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Nonextensive entropic kernels},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {640--647},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390237},
doi = {10.1145/1390156.1390237},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MartinsFASX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShringarpureX08,
author = {Suyash Shringarpure and
Eric P. Xing},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {\emph{mStruct}: a new admixture model for inference of population
structure in light of both genetic admixing and allele mutations},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {952--959},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390276},
doi = {10.1145/1390156.1390276},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShringarpureX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuXZ08,
author = {Jun Zhu and
Eric P. Xing and
Bo Zhang},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Laplace maximum margin Markov networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1256--1263},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390314},
doi = {10.1145/1390156.1390314},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuXZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/CoelhoAAKSXCM08,
author = {Lu{\'{\i}}s Pedro Coelho and
Amr Ahmed and
Andrew Arnold and
Joshua D. Kangas and
Abdul{-}Saboor Sheikh and
Eric P. Xing and
William W. Cohen and
Robert F. Murphy},
editor = {Christian Blaschke and
Hagit Shatkay},
title = {Structured Literature Image Finder: Extracting Information from Text
and Images in Biomedical Literature},
booktitle = {Linking Literature, Information, and Knowledge for Biology - Workshop
of the BioLink Special Interest Group, {ISMB/ECCB} 2009, Stockholm,
Sweden, June 28-29, 2009, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6004},
pages = {23--32},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-13131-8\_4},
doi = {10.1007/978-3-642-13131-8\_4},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismb/CoelhoAAKSXCM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NallapatiAXC08,
author = {Ramesh Nallapati and
Amr Ahmed and
Eric P. Xing and
William W. Cohen},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Joint latent topic models for text and citations},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {542--550},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401957},
doi = {10.1145/1401890.1401957},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NallapatiAXC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AiroldiBFX08,
author = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Eric P. Xing},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Mixed Membership Stochastic Blockmodels},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {33--40},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/8613985ec49eb8f757ae6439e879bb2a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AiroldiBFX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuXZ08,
author = {Jun Zhu and
Eric P. Xing and
Bo Zhang},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Partially Observed Maximum Entropy Discrimination Markov Networks},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1977--1984},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/eecca5b6365d9607ee5a9d336962c534-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhuXZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinXH08,
author = {Wei{-}Hao Lin and
Eric P. Xing and
Alexander G. Hauptmann},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {A Joint Topic and Perspective Model for Ideological Discourse},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {17--32},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_2},
doi = {10.1007/978-3-540-87481-2\_2},
timestamp = {Thu, 19 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinXH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/LinRSUX08,
author = {Tien{-}ho Lin and
Pradipta Ray and
Geir Kjetil Sandve and
Selen Uguroglu and
Eric P. Xing},
editor = {Martin Vingron and
Limsoon Wong},
title = {BayCis: {A} Bayesian Hierarchical {HMM} for Cis-Regulatory Module
Decoding in Metazoan Genomes},
booktitle = {Research in Computational Molecular Biology, 12th Annual International
Conference, {RECOMB} 2008, Singapore, March 30 - April 2, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4955},
pages = {66--81},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78839-3\_7},
doi = {10.1007/978-3-540-78839-3\_7},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/LinRSUX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoZXF08,
author = {Zhen Guo and
Zhongfei (Mark) Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {Semi-Supervised Learning Based on Semiparametric Regularization},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {132--142},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.12},
doi = {10.1137/1.9781611972788.12},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoZXF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AhmedX08,
author = {Amr Ahmed and
Eric P. Xing},
title = {Dynamic Non-Parametric Mixture Models and the Recurrent Chinese Restaurant
Process: with Applications to Evolutionary Clustering},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {219--230},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.20},
doi = {10.1137/1.9781611972788.20},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AhmedX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KimX08,
author = {Seyoung Kim and
Eric P. Xing},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Feature Selection via Block-Regularized Regression},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {325--332},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1340\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KimX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/XingJS07,
author = {Eric P. Xing and
Michael I. Jordan and
Roded Sharan},
title = {Bayesian Haplotype Inference via the Dirichlet Process},
journal = {J. Comput. Biol.},
volume = {14},
number = {3},
pages = {267--284},
year = {2007},
url = {https://doi.org/10.1089/cmb.2006.0102},
doi = {10.1089/CMB.2006.0102},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/XingJS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuXK07,
author = {Lie Gu and
Eric P. Xing and
Takeo Kanade},
title = {Learning {GMRF} Structures for Spatial Priors},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.382982},
doi = {10.1109/CVPR.2007.382982},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GuXK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NallapatiACX07,
author = {Ramesh Nallapati and
Amr Ahmed and
William W. Cohen and
Eric P. Xing},
title = {Sparse Word Graphs: {A} Scalable Algorithm for Capturing Word Correlations
in Topic Models},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {343--348},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.39},
doi = {10.1109/ICDMW.2007.39},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/NallapatiACX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/GuoZXF07,
author = {Zhen Guo and
Zhongfei Zhang and
Eric P. Xing and
Christos Faloutsos},
title = {A Max Margin Framework on Image Annotation and Multimodal Image Retrieval},
booktitle = {Proceedings of the 2007 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China},
pages = {504--507},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICME.2007.4284697},
doi = {10.1109/ICME.2007.4284697},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/GuoZXF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoHFX07,
author = {Fan Guo and
Steve Hanneke and
Wenjie Fu and
Eric P. Xing},
editor = {Zoubin Ghahramani},
title = {Recovering temporally rewiring networks: a model-based approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {321--328},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273537},
doi = {10.1145/1273496.1273537},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoHFX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Xing07,
author = {Eric P. Xing},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Tao Li and
Ying Liu and
Lukasz A. Kurgan and
Jieping Ye and
Mitsunori Ogihara and
Seref Sagiroglu and
Xue{-}wen Chen and
Leif E. Peterson and
Khalid Hafeez},
title = {Probabilistic Graphical Models-Theory, Algorithm, and Application},
booktitle = {The Sixth International Conference on Machine Learning and Applications,
{ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICMLA.2007.126},
doi = {10.1109/ICMLA.2007.126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Xing07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ChangPMX07,
author = {Lillian Y. Chang and
Nancy S. Pollard and
Tom M. Mitchell and
Eric P. Xing},
title = {Feature selection for grasp recognition from optical markers},
booktitle = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
San Diego, California, {USA}},
pages = {2944--2950},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IROS.2007.4399115},
doi = {10.1109/IROS.2007.4399115},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/ChangPMX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/SohnX07,
author = {Kyung{-}Ah Sohn and
Eric P. Xing},
title = {\emph{Spectrum}: joint bayesian inference of population structure
and recombination events},
booktitle = {Proceedings 15th International Conference on Intelligent Systems for
Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
Biology (ECCB), Vienna, Austria, July 21-25, 2007},
pages = {479--489},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm171},
doi = {10.1093/BIOINFORMATICS/BTM171},
timestamp = {Sat, 07 Sep 2019 11:59:25 +0200},
biburl = {https://dblp.org/rec/conf/ismb/SohnX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoZXF07,
author = {Zhen Guo and
Zhongfei Zhang and
Eric P. Xing and
Christos Faloutsos},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Enhanced max margin learning on multimodal data mining in a multimedia
database},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {340--349},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281231},
doi = {10.1145/1281192.1281231},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuoZXF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoX07,
author = {Bing Zhao and
Eric P. Xing},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1689--1696},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/9dcb88e0137649590b755372b040afad-Abstract.html},
timestamp = {Mon, 28 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/ShiGWX07,
author = {Yanxin Shi and
Fan Guo and
Wei Wu and
Eric P. Xing},
editor = {Terence P. Speed and
Haiyan Huang},
title = {GIMscan: {A} New Statistical Method for Analyzing Whole-Genome Array
{CGH} Data},
booktitle = {Research in Computational Molecular Biology, 11th Annual International
Conference, {RECOMB} 2007, Oakland, CA, USA, April 21-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4453},
pages = {151--165},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71681-5\_11},
doi = {10.1007/978-3-540-71681-5\_11},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/ShiGWX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/KamisettyXL07,
author = {Hetunandan Kamisetty and
Eric P. Xing and
Christopher James Langmead},
editor = {Terence P. Speed and
Haiyan Huang},
title = {Free Energy Estimates of All-Atom Protein Structures Using Generalized
Belief Propagation},
booktitle = {Research in Computational Molecular Biology, 11th Annual International
Conference, {RECOMB} 2007, Oakland, CA, USA, April 21-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4453},
pages = {366--380},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71681-5\_26},
doi = {10.1007/978-3-540-71681-5\_26},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/KamisettyXL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangLXH07,
author = {Jun Yang and
Yan Liu and
Eric P. Xing and
Alexander G. Hauptmann},
title = {Harmonium Models for Semantic Video Representation and Classification},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {378--389},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.34},
doi = {10.1137/1.9781611972771.34},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangLXH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AhmedX07,
author = {Amr Ahmed and
Eric P. Xing},
editor = {Marina Meila and
Xiaotong Shen},
title = {Seeking The Truly Correlated Topic Posterior - on tight approximate
inference of logistic-normal admixture model},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {19--26},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/ahmed07a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AhmedX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2006sna,
editor = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Anna Goldenberg and
Eric P. Xing and
Alice X. Zheng},
title = {Statistical Network Analysis: Models, Issues, and New Directions -
{ICML} 2006 Workshop on Statistical Network Analysis, Pittsburgh,
PA, USA, June 29, 2006, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4503},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73133-7},
doi = {10.1007/978-3-540-73133-7},
isbn = {978-3-540-73132-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2006sna.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AiroldiBFX07,
author = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Eric P. Xing},
title = {Mixed membership stochastic blockmodels},
journal = {CoRR},
volume = {abs/0705.4485},
year = {2007},
url = {http://arxiv.org/abs/0705.4485},
eprinttype = {arXiv},
eprint = {0705.4485},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AiroldiBFX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoX06,
author = {Bing Zhao and
Eric P. Xing},
editor = {Nicoletta Calzolari and
Claire Cardie and
Pierre Isabelle},
title = {BiTAM: Bilingual Topic AdMixture Models for Word Alignment},
booktitle = {{ACL} 2006, 21st International Conference on Computational Linguistics
and 44th Annual Meeting of the Association for Computational Linguistics,
Proceedings of the Conference, Sydney, Australia, 17-21 July 2006},
publisher = {The Association for Computer Linguistics},
year = {2006},
url = {https://aclanthology.org/P06-2124/},
timestamp = {Mon, 28 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhaoX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AiroldiBFX06,
author = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Anna Goldenberg and
Eric P. Xing and
Alice X. Zheng},
title = {Combining Stochastic Block Models and Mixed Membership for Statistical
Network Analysis},
booktitle = {Statistical Network Analysis: Models, Issues, and New Directions -
{ICML} 2006 Workshop on Statistical Network Analysis, Pittsburgh,
PA, USA, June 29, 2006, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4503},
pages = {57--74},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-73133-7\_5},
doi = {10.1007/978-3-540-73133-7\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icml/AiroldiBFX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HannekeX06,
author = {Steve Hanneke and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Stephen E. Fienberg and
Anna Goldenberg and
Eric P. Xing and
Alice X. Zheng},
title = {Discrete Temporal Models of Social Networks},
booktitle = {Statistical Network Analysis: Models, Issues, and New Directions -
{ICML} 2006 Workshop on Statistical Network Analysis, Pittsburgh,
PA, USA, June 29, 2006, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4503},
pages = {115--125},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-73133-7\_9},
doi = {10.1007/978-3-540-73133-7\_9},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HannekeX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XingSJT06,
author = {Eric P. Xing and
Kyung{-}Ah Sohn and
Michael I. Jordan and
Yee Whye Teh},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Bayesian multi-population haplotype inference via a hierarchical dirichlet
process mixture},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {1049--1056},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143976},
doi = {10.1145/1143844.1143976},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XingSJT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/LinMX06,
author = {Tien{-}ho Lin and
Eugene W. Myers and
Eric P. Xing},
title = {Interpreting anonymous {DNA} samples from mass disasters - probabilistic
forensic inference using genetic markers},
booktitle = {Proceedings 14th International Conference on Intelligent Systems for
Molecular Biology 2006, Fortaleza, Brazil, August 6-10, 2006},
pages = {298--306},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/btl200},
doi = {10.1093/BIOINFORMATICS/BTL200},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismb/LinMX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanGBXTF06,
author = {Jia{-}Yu Pan and
Andr{\'{e}} G. R. Balan and
Eric P. Xing and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Automatic mining of fruit fly embryo images},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {693--698},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150489},
doi = {10.1145/1150402.1150489},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanGBXTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SohnX06,
author = {Kyung{-}Ah Sohn and
Eric P. Xing},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Hidden Markov Dirichlet Process: Modeling Genetic Recombination in
Open Ancestral Space},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1305--1312},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/1c303b0eed3133200cf715285011b4e4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SohnX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WuXMMB05,
author = {Wei Wu and
Eric P. Xing and
Connie Myers and
I. Saira Mian and
Mina J. Bissell},
title = {Evaluation of normalization methods for cDNA microarray data by \emph{k}-NN
classification},
journal = {{BMC} Bioinform.},
volume = {6},
pages = {191},
year = {2005},
url = {https://doi.org/10.1186/1471-2105-6-191},
doi = {10.1186/1471-2105-6-191},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WuXMMB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WuDTRXK05,
author = {Wei Wu and
Nilesh Dave and
George C. Tseng and
Thomas Richards and
Eric P. Xing and
Naftali Kaminski},
title = {Comparison of normalization methods for CodeLink Bioarray data},
journal = {{BMC} Bioinform.},
volume = {6},
pages = {309},
year = {2005},
url = {https://doi.org/10.1186/1471-2105-6-309},
doi = {10.1186/1471-2105-6-309},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/WuDTRXK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoXW05,
author = {Bing Zhao and
Eric P. Xing and
Alex Waibel},
editor = {Philipp Koehn and
Joel Martin and
Rada Mihalcea and
Christof Monz and
Ted Pedersen},
title = {Bilingual Word Spectral Clustering for Statistical Machine Translation},
booktitle = {Proceedings of the Workshop on Building and Using Parallel Texts@ACL
2005, Ann Arbor, Michigan, USA, June 29-30, 2005},
pages = {25--32},
publisher = {Association for Computational Linguistics},
year = {2005},
url = {https://aclanthology.org/W05-0804/},
timestamp = {Mon, 28 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhaoXW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuXC05,
author = {Yan Liu and
Eric P. Xing and
Jaime G. Carbonell},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting protein folds with structural repeats using a chain graph
model},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {513--520},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102416},
doi = {10.1145/1102351.1102416},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuXC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AiroldiBXF05,
author = {Edoardo M. Airoldi and
David M. Blei and
Eric P. Xing and
Stephen E. Fienberg},
editor = {Jafar Adibi and
Marko Grobelnik and
Dunja Mladenic and
Patrick Pantel},
title = {A latent mixed membership model for relational data},
booktitle = {Proceedings of the 3rd international workshop on Link discovery, LinkKDD
2005, Chicago, Illinois, USA, August 21-25, 2005},
pages = {82--89},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1134271.1134283},
doi = {10.1145/1134271.1134283},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AiroldiBXF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiYX05,
author = {Fan Li and
Yiming Yang and
Eric P. Xing},
title = {From Lasso regression to Feature vector machine},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {779--786},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/e6cbc650cd5798a05dfd0f51d14cde5c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiYX05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XingYH05,
author = {Eric P. Xing and
Rong Yan and
Alexander G. Hauptmann},
title = {Mining Associated Text and Images with Dual-Wing Harmoniums},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {633--641},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1184\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XingYH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/XingWJK04,
author = {Eric P. Xing and
Wei Wu and
Michael I. Jordan and
Richard M. Karp},
title = {Logos: a Modular Bayesian Model for \emph{de Novo} Motif Detection},
journal = {J. Bioinform. Comput. Biol.},
volume = {2},
number = {1},
pages = {127--154},
year = {2004},
url = {https://doi.org/10.1142/S0219720004000508},
doi = {10.1142/S0219720004000508},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbcb/XingWJK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/XingK04,
author = {Eric P. Xing and
Richard M. Karp},
title = {MotifPrototyper: {A} Bayesian profile model for motif families},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {101},
number = {29},
pages = {10523--10528},
year = {2004},
url = {https://doi.org/10.1073/pnas.0403564101},
doi = {10.1073/PNAS.0403564101},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/XingK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XingSJ04,
author = {Eric P. Xing and
Roded Sharan and
Michael I. Jordan},
editor = {Carla E. Brodley},
title = {Bayesian haplo-type inference via the dirichlet process},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015423},
doi = {10.1145/1015330.1015423},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XingSJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XingJ04,
author = {Eric P. Xing and
Michael I. Jordan},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Graph Partition Strategies for Generalized Mean Field Inference},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {602--610},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1091\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XingJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/XingWJK03,
author = {Eric P. Xing and
Wei Wu and
Michael I. Jordan and
Richard M. Karp},
title = {{LOGOS:} a modular Bayesian model for de novo motif detection},
booktitle = {2nd {IEEE} Computer Society Bioinformatics Conference, {CSB} 2003,
Stanford, CA, USA, August 11-14, 2003},
pages = {266--276},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CSB.2003.1227327},
doi = {10.1109/CSB.2003.1227327},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csb/XingWJK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XingJR03,
author = {Eric P. Xing and
Michael I. Jordan and
Stuart Russell},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {A generalized mean field algorithm for variational inference in exponential
families},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {583--591},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=977\&\#38;proceeding\_id=19},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/XingJR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XingNJR02,
author = {Eric P. Xing and
Andrew Y. Ng and
Michael I. Jordan and
Stuart Russell},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Distance Metric Learning with Application to Clustering with Side-Information},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {505--512},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/c3e4035af2a1cde9f21e1ae1951ac80b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XingNJR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XingJKR02,
author = {Eric P. Xing and
Michael I. Jordan and
Richard M. Karp and
Stuart Russell},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1489--1496},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/d6bcb486f72ae7b5dc68b5b7df7ec887-Abstract.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XingJKR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XingJK01,
author = {Eric P. Xing and
Michael I. Jordan and
Richard M. Karp},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Feature selection for high-dimensional genomic microarray data},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {601--608},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/XingJK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/XingK01,
author = {Eric P. Xing and
Richard M. Karp},
title = {{CLIFF:} clustering of high-dimensional microarray data via iterative
feature filtering using normalized cuts},
booktitle = {Proceedings of the Ninth International Conference on Intelligent Systems
for Molecular Biology, July 21-25, 2001, Copenhagen, Denmark},
pages = {306--315},
year = {2001},
timestamp = {Thu, 20 Jun 2002 11:09:36 +0200},
biburl = {https://dblp.org/rec/conf/ismb/XingK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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