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All publications by Lin Xiao
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End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song and Li Deng
Advances in Neural Information Processing Systems 28, 2015


An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization
Qihang Lin and Lin Xiao
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


An Accelerated Proximal Coordinate Gradient Method
Qihang Lin, Zhaosong Lu and Lin Xiao
Advances in Neural Information Processing Systems 27, 2014


A Proximal-Gradient Homotopy Method for the L1-Regularized Least-Squares Problem
Lin Xiao and Tong Zhang
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Hierarchical Classification via Orthogonal Transfer
Lin Xiao, Dengyong Zhou and Mingrui Wu
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Optimal Distributed Online Prediction
Ofer Dekel, Ran Gilad-bachrach, Ohad Shamir and Lin Xiao
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Dual Averaging Method for Regularized Stochastic Learning and Online Optimization
Lin Xiao
Advances in Neural Information Processing Systems 22, 2009


A duality view of spectral methods for dimensionality reduction
Lin Xiao, Jun Sun and Stephen P. Boyd
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006