Wee Sun Lee
Wee Sun Lee
Professor, Department of Computer Science, National University of Singapore
Verified email at comp.nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
33721998
SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces
H Kurniawati, D Hsu, WS Lee
Proc. Robotics: Science and Systems, 2008
8712008
Question classification using support vector machines
D Zhang, WS Lee
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
7282003
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
7062003
Partially supervised classification of text documents
B Liu, WS Lee, PS Yu, X Li
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002
5982002
Learning with positive and unlabeled examples using weighted logistic regression
WS Lee, B Liu
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003
3432003
DESPOT: Online POMDP planning with regularization
A Somani, N Ye, D Hsu, WS Lee
Advances in neural information processing systems, 1772-1780, 2013
3042013
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
2682010
Text classification by labeling words
B Liu, X Li, WS Lee, PS Yu
AAAI 4, 425-430, 2004
2192004
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
2152017
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
1942015
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
1941996
Intention-aware motion planning
T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus
Algorithmic foundations of robotics X, 475-491, 2013
1802013
Collaborative learning for recommender systems
WS Lee
ICML 1, 314-321, 2001
1562001
Optimizing F-measure: A tale of two approaches
Y Nan, KM Chai, WS Lee, HL Chieu
arXiv preprint arXiv:1206.4625, 2012
1462012
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
1442011
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
1432008
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
1351998
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
1282004
Monte Carlo value iteration for continuous-state POMDPs
H Bai, D Hsu, W Lee, V Ngo
Algorithmic Foundations of Robotics IX, 175-191, 2011
1142011
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Articles 1–20