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Wee Sun Lee
Wee Sun Lee
Professor, Department of Computer Science, National University of Singapore
E-mail confirmado em comp.nus.edu.sg - Página inicial
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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
3979*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
12362008
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
9932003
Partially supervised classification of text documents
B Liu, WS Lee, PS Yu, X Li
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002
8392002
Question classification using support vector machines
D Zhang, WS Lee
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
8302003
DESPOT: Online POMDP planning with regularization
A Somani, N Ye, D Hsu, WS Lee
Advances in neural information processing systems, 1772-1780, 2013
8082013
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
5392017
Learning with positive and unlabeled examples using weighted logistic regression
WS Lee, B Liu
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003
5272003
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
4262015
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
3942018
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
3532010
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
3302019
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
325*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
2802013
Text classification by labeling words
B Liu, X Li, WS Lee, PS Yu
Aaai 4, 425-430, 2004
2802004
Exploiting document knowledge for aspect-level sentiment classification
R He, WS Lee, HT Ng, D Dahlmeier
arXiv preprint arXiv:1806.04346, 2018
2352018
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
2172018
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
2131996
Large language models as commonsense knowledge for large-scale task planning
Z Zhao, WS Lee, D Hsu
Advances in Neural Information Processing Systems 36, 2023
2092023
QMDP-Net: Deep Learning for Planning under Partial Observability
P Karkus, D Hsu, WS Lee
Advances in Neural Information Processing Systems, 2017
2072017
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