Wee Sun Lee
Wee Sun Lee
Professor, Department of Computer Science, National University of Singapore
Verified email at comp.nus.edu.sg - Homepage
TitleCited byYear
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
30731998
SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces
H Kurniawati, D Hsu, WS Lee
Proc. Robotics: Science and Systems, 2008
7422008
Question classification using support vector machines
D Zhang, WS Lee
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
6462003
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
5932003
Partially supervised classification of text documents
B Liu, WS Lee, PS Yu, X Li
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002
5192002
Learning with positive and unlabeled examples using weighted logistic regression
WS Lee, B Liu
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003
2862003
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
2342010
DESPOT: Online POMDP planning with regularization
A Somani, N Ye, D Hsu, WS Lee
Advances in neural information processing systems, 1772-1780, 2013
221*2013
Text classification by labeling words
B Liu, X Li, WS Lee, PS Yu
Aaai 4, 425-430, 2004
2082004
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
1781996
Collaborative learning for recommender systems
WS Lee
ICML 1, 314-321, 2001
1532001
Intention-aware motion planning
T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus
Algorithmic foundations of robotics X, 475-491, 2013
1272013
A generative model for parsing natural language to meaning representations
W Lu, HT Ng, WS Lee, LS Zettlemoyer
Proceedings of the Conference on Empirical Methods in Natural Language …, 2008
1252008
Motion planning under uncertainty for robotic tasks with long time horizons
H Kurniawati, Y Du, D Hsu, WS Lee
The International Journal of Robotics Research 30 (3), 308, 2011
1232011
Using link analysis to improve layout on mobile devices
X Yin, WS Lee
Proceedings of the 13th international conference on World Wide Web, 338-344, 2004
1222004
The importance of convexity in learning with squared loss
WS Lee, PL Bartlett, RC Williamson
Information Theory, IEEE Transactions on 44 (5), 1974-1980, 1998
1201998
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
1172015
Optimizing F-measure: A tale of two approaches
Y Nan, KM Chai, WS Lee, HL Chieu
arXiv preprint arXiv:1206.4625, 2012
1092012
Monte Carlo value iteration for continuous-state POMDPs
H Bai, D Hsu, W Lee, V Ngo
Algorithmic Foundations of Robotics IX, 175-191, 2011
1032011
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
992017
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