Wee Sun Lee

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David HsuProfessor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Dell ZhangChina Telecom, Institute of Artificial Intelligence (TeleAI)Verified email at ieee.org
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Nan YeLecturer, University of QueenslandVerified email at uq.edu.au
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
Hai Leong ChieuDistinguished Member of Technical Staff, DSO National Laboratories, SingaporeVerified email at dso.org.sg
Hwee Tou NgProvost's Chair Professor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Peter KarkusResearch Scientist, NVIDIA ResearchVerified email at nvidia.com
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Haoyu BaiNational University of SingaporeVerified email at comp.nus.edu.sg
Zhen ZhangThe University of AdelaideVerified email at adelaide.edu.au
Hanna KurniawatiAustralian National UniversityVerified email at anu.edu.au
Xiaoli Li (李晓黎)IEEE Fellow, Dept Head, Institute for Infocomm Research, A*STAR; Adjunct Professor NTUVerified email at i2r.a-star.edu.sg
Daniel DahlmeierSAP SEVerified email at sap.com
Ruidan HeAlibaba DAMO AcademyVerified email at alibaba-inc.com
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Xiao MaResearch Scientist, TikTokVerified email at bytedance.com
Yuanfu LuoNational University of SingaporeVerified email at comp.nus.edu.sg
Robert SchapireMicrosoft ResearchVerified email at microsoft.com
Yoav FreundUCSDVerified email at ucsd.edu

Wee Sun Lee

Professor, Department of Computer Science, National University of Singapore

Verified email at comp.nus.edu.sg - Homepage

Machine Learning Planning Under Uncertainty Approximate Inference


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Boosting the margin: A new explanation for the effectiveness of voting methods RE Schapire, Y Freund, P Bartlett, WS Lee The annals of statistics 26 (5), 1651-1686, 1998	3955*	1998
SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces H Kurniawati, D Hsu, WS Lee Proc. Robotics: Science and Systems, 2008	1182	2008
Building text classifiers using positive and unlabeled examples B Liu, Y Dai, X Li, WS Lee, PS Yu Data Mining, 2003. ICDM 2003. Third IEEE International Conference on, 179-186, 2003	983	2003
Partially supervised classification of text documents B Liu, WS Lee, PS Yu, X Li MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002	838	2002
Question classification using support vector machines D Zhang, WS Lee Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	821	2003
DESPOT: Online POMDP planning with regularization A Somani, N Ye, D Hsu, WS Lee Advances in neural information processing systems, 1772-1780, 2013	562	2013
An unsupervised neural attention model for aspect extraction R He, WS Lee, HT Ng, D Dahlmeier Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	523	2017
Learning with positive and unlabeled examples using weighted logistic regression WS Lee, B Liu MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003	509	2003
Intention-aware online POMDP planning for autonomous driving in a crowd H Bai, S Cai, N Ye, D Hsu, WS Lee 2015 ieee international conference on robotics and automation (icra), 454-460, 2015	402	2015
Convolutional sequence to sequence model for human dynamics C Li, Z Zhang, WS Lee, GH Lee Proceedings of the IEEE conference on computer vision and pattern …, 2018	365	2018
Planning under uncertainty for robotic tasks with mixed observability SCW Ong, SW Png, D Hsu, WS Lee The International Journal of Robotics Research 29 (8), 1053, 2010	340	2010
An interactive multi-task learning network for end-to-end aspect-based sentiment analysis R He, WS Lee, HT Ng, D Dahlmeier ACL 2019, 2019	315	2019
Effective Attention Modeling for Aspect-Level Sentiment Classification R He, WS Lee, HT Ng, D Dahlmeier 27th International Conference on Computational Linguistics, 1121-1131, 2018	311*	2018
Intention-aware motion planning T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus Algorithmic Foundations of Robotics X: Proceedings of the Tenth Workshop on …, 2013	278	2013
Text classification by labeling words B Liu, X Li, WS Lee, PS Yu Aaai 4, 425-430, 2004	277	2004
Despot: Online pomdp planning with regularization N Ye, A Somani, D Hsu, WS Lee Journal of Artificial Intelligence Research 58, 231-266, 2017	235	2017
Exploiting document knowledge for aspect-level sentiment classification R He, WS Lee, HT Ng, D Dahlmeier arXiv preprint arXiv:1806.04346, 2018	226	2018
Efficient agnostic learning of neural networks with bounded fan-in WS Lee, PL Bartlett, RC Williamson Information Theory, IEEE Transactions on 42 (6), 2118-2132, 1996	212	1996
QMDP-Net: Deep Learning for Planning under Partial Observability P Karkus, D Hsu, WS Lee Advances in Neural Information Processing Systems, 2017	199	2017
Porca: Modeling and planning for autonomous driving among many pedestrians Y Luo, P Cai, A Bera, D Hsu, WS Lee, D Manocha IEEE Robotics and Automation Letters 3 (4), 3418-3425, 2018	196	2018

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