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
3598*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
9502008
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
7922003
Question classification using support vector machines
D Zhang, WS Lee
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
7692003
Partially supervised classification of text documents
B Liu, WS Lee, PS Yu, X Li
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002
6672002
Learning with positive and unlabeled examples using weighted logistic regression
WS Lee, B Liu
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003
3912003
DESPOT: Online POMDP planning with regularization
A Somani, N Ye, D Hsu, WS Lee
Advances in neural information processing systems, 1772-1780, 2013
3712013
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
2982017
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
2752010
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
2522015
Text classification by labeling words
B Liu, X Li, WS Lee, PS Yu
AAAI 4, 425-430, 2004
2322004
Intention-aware motion planning
T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus
Algorithmic foundations of robotics X, 475-491, 2013
2102013
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
2001996
Optimizing F-measures: A tale of two approaches
N Ye, KM Chai, WS Lee, HL Chieu
Proceedings of the 29th International Conference on Machine Learning, 289-296, 2012
169*2012
Collaborative learning for recommender systems
WS Lee
ICML 1, 314-321, 2001
1652001
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
1612011
Effective attention modeling for aspect-level sentiment classification
R He, WS Lee, HT Ng, D Dahlmeier
Proceedings of the 27th international conference on computational …, 2018
1492018
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
1492008
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
1462018
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
1371998
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Articles 1–20