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All publications by Hua Ouyang
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Stochastic Alternating Direction Method of Multipliers
Hua Ouyang, Niao He, Long Tran and Alexander G. Gray
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Stochastic Smoothing for Nonsmooth Minimizations: Accelerating SGD by Exploiting Structure
Hua Ouyang and Alexander G. Gray
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions
Parikshit Ram, Dongryeol Lee, Hua Ouyang and Alexander G. Gray
Advances in Neural Information Processing Systems 22, 2009


Learning dissimilarities by ranking: from SDP to QP
Hua Ouyang and Alexander G. Gray
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008