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All publications by Michael R. Lyu
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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


Exact and Stable Recovery of Pairwise Interaction Tensors
Shouyuan Chen, Michael R. Lyu, Irwin King and Zenglin Xu
Advances in Neural Information Processing Systems 26, 2013


Online Learning for Group Lasso
Haiqin Yang, Zenglin Xu, Irwin King and Michael R. Lyu
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Simple and Efficient Multiple Kernel Learning by Group Lasso
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King and Michael R. Lyu
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Non-monotonic feature selection
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu and Irwin King
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Learning nonparametric kernel matrices from pairwise constraints
Steven Hoi, Rong Jin and Michael R. Lyu
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Batch mode active learning and its application to medical image classification
Steven Hoi, Rong Jin, Jianke Zhu and Michael R. Lyu
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Learning large margin classifiers locally and globally
Kaizhu Huang, Haiqin Yang, Irwin King and Michael R. Lyu
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


The Minimum Error Minimax Probability Machine
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu and Laiwan Chan
Journal of Machine Learning Research, 2004