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All publications by Feng Liang
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PAC-Bayesian AUC classification and scoring
James Ridgway, Pierre Alquier, Nicolas Chopin and Feng Liang
Advances in Neural Information Processing Systems 27, 2014


On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification
Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang and Thomas S. Huang
Advances in Neural Information Processing Systems 27, 2014


Supervised Dimension Reduction Using Bayesian Mixture Modeling
Kai Mao, Feng Liang and Sayan Mukherjee
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models
Jing Gao, Feng Liang, Wei Fan, Yizhou Sun and Jiawei Han
Advances in Neural Information Processing Systems 22, 2009


Localized Sliced Inverse Regression
Qiang Wu, Sayan Mukherjee and Feng Liang
Advances in Neural Information Processing Systems 21, 2008


Characterizing the Function Space for Bayesian Kernel Models
Natesh S. Pillai, Qiang Wu, Feng Liang, Sayan Mukherjee and Robert L. Wolpert
Journal of Machine Learning Research, 2007