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All publications by Zhi-hua Zhou
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CUR Algorithm for Partially Observed Matrices
Miao Xu, Rong Jin and Zhi-hua Zhou
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Subset Selection by Pareto Optimization
Chao Qian, Yang Yu and Zhi-hua Zhou
Advances in Neural Information Processing Systems 28, 2015


Top Rank Optimization in Linear Time
Nan Li, Rong Jin and Zhi-hua Zhou
Advances in Neural Information Processing Systems 27, 2014


One-Pass AUC Optimization
Wei Gao, Rong Jin, Shenghuo Zhu and Zhi-hua Zhou
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Speedup Matrix Completion with Side Information: Application to Multi-Label Learning
Miao Xu, Rong Jin and Zhi-hua Zhou
Advances in Neural Information Processing Systems 26, 2013


"Nystr{\""o}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison"
Tianbao Yang, Yu-feng Li, Mehrdad Mahdavi, Rong Jin and Zhi-hua Zhou
Advances in Neural Information Processing Systems 25, 2012


Towards Making Unlabeled Data Never Hurt
Yu-feng Li and Zhi-hua Zhou
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


A New Analysis of Co-Training
Wei Wang and Zhi-hua Zhou
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Multi-View Active Learning in the Non-Realizable Case
Wei Wang and Zhi-hua Zhou
Advances in Neural Information Processing Systems 23, 2010


Active Learning by Querying Informative and Representative Examples
Sheng-jun Huang, Rong Jin and Zhi-hua Zhou
Advances in Neural Information Processing Systems 23, 2010


Multi-instance learning by treating instances as non-I.I.D. samples
Zhi-hua Zhou, Yu-yin Sun and Yu-feng Li
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Learning instance specific distances using metric propagation
De-chuan Zhan, Ming Li, Yu-feng Li and Zhi-hua Zhou
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Semi-supervised learning using label mean
Yu-feng Li, James T. Kwok and Zhi-hua Zhou
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Tighter and Convex Maximum Margin Clustering
Yu-feng Li, Ivor W. Tsang, James T. Kwok and Zhi-hua Zhou
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


On multi-view active learning and the combination with semi-supervised learning
Wei Wang and Zhi-hua Zhou
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


On the relation between multi-instance learning and semi-supervised learning
Zhi-hua Zhou and Jun-ming Xu
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Multi-Instance Multi-Label Learning with Application to Scene Classification
Zhi-hua Zhou and Min-ling Zhang
Advances in Neural Information Processing Systems 19, 2006