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All publications by Qihang Lin
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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


Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing
Xi Chen, Qihang Lin and Dengyong Zhou
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Optimal Regularized Dual Averaging Methods for Stochastic Optimization
Xi Chen, Qihang Lin and Javier Pena
Advances in Neural Information Processing Systems 25, 2012