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All publications by Wei Chen
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Multi-Task Learning for Subspace Segmentation
Yu Wang, David Wipf, Qing Ling, Wei Chen and Ian Wassell
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Stochastic Online Greedy Learning with Semi-bandit Feedbacks
Tian Lin, Jian Li and Wei Chen
Advances in Neural Information Processing Systems 28, 2015


Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications
Tian Lin, Bruno Abrahao, Robert Kleinberg, John Lui and Wei Chen
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Combinatorial Pure Exploration of Multi-Armed Bandits
Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu and Wei Chen
Advances in Neural Information Processing Systems 27, 2014


Combinatorial Multi-Armed Bandit: General Framework and Applications
Wei Chen, Yajun Wang and Yang Yuan
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Two-Layer Generalization Analysis for Ranking Using Rademacher Average
Wei Chen, Tie-yan Liu and Zhi-ming Ma
Advances in Neural Information Processing Systems 23, 2010


Ranking Measures and Loss Functions in Learning to Rank
Wei Chen, Tie-yan Liu, Yanyan Lan, Zhi-ming Ma and Hang Li
Advances in Neural Information Processing Systems 22, 2009