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All publications by Xiaotong Yuan
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Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization
Xiaotong Yuan, Ping Li and Tong Zhang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Forward Basis Selection for Sparse Approximation over Dictionary
Xiaotong Yuan and Shuicheng Yan
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems
Xiaotong Yuan and Shuicheng Yan
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Robust feature extraction via information theoretic learning
Xiaotong Yuan and Bao-gang Hu
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009