Stochastic Variance Reduction for Nonconvex Optimization

19 March 2016

Papers citing "Stochastic Variance Reduction for Nonconvex Optimization"

11 / 111 papers shown

Title
Stochastic Frank-Wolfe Methods for Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 21 138 0 27 Jul 2016
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization Tianlin Li Shiqian Ma D. Goldfarb Wei Liu 24 177 0 05 Jul 2016
Variance-Reduced Proximal Stochastic Gradient Descent for Non-convex Composite optimization Xiyu Yu Dacheng Tao 21 5 0 02 Jun 2016
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Hongyi Zhang Sashank J. Reddi S. Sra 36 240 0 23 May 2016
Fast Stochastic Methods for Nonsmooth Nonconvex Optimization Sashank J. Reddi S. Sra Barnabás Póczós Alex Smola 23 54 0 23 May 2016
Barzilai-Borwein Step Size for Stochastic Gradient Descent Conghui Tan Shiqian Ma Yuhong Dai Yuqiu Qian 40 182 0 13 May 2016
Unified Convergence Analysis of Stochastic Momentum Methods for Convex and Non-convex Optimization Tianbao Yang Qihang Lin Zhe Li 9 122 0 12 Apr 2016
Variance Reduction for Faster Non-Convex Optimization Zeyuan Allen-Zhu Elad Hazan ODL 21 390 0 17 Mar 2016
Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent Linnan Wang Yi Yang Martin Renqiang Min S. Chakradhar 18 91 0 17 Mar 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 93 737 0 19 Mar 2014
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 179 683 0 07 Dec 2010