A Proximal Stochastic Gradient Method with Progressive Variance
Reduction

A Proximal Stochastic Gradient Method with Progressive Variance Reduction

19 March 2014

Tong Zhang

Papers citing "A Proximal Stochastic Gradient Method with Progressive Variance Reduction"

14 / 114 papers shown

Title
MAGMA: Multi-level accelerated gradient mirror descent algorithm for large-scale convex composite minimization Vahan Hovhannisyan P. Parpas S. Zafeiriou 9 27 0 18 Sep 2015
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants Sashank J. Reddi Ahmed S. Hefny S. Sra Barnabás Póczós Alex Smola 38 194 0 23 Jun 2015
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives Zeyuan Allen-Zhu Yang Yuan 26 195 0 05 Jun 2015
Towards stability and optimality in stochastic gradient descent Panos Toulis Dustin Tran E. Airoldi 21 56 0 10 May 2015
Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting Jakub Konecný Jie Liu Peter Richtárik Martin Takáč ODL 28 273 0 16 Apr 2015
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields Mark W. Schmidt Reza Babanezhad Mohamed Osama Ahmed Aaron Defazio Ann Clifton Anoop Sarkar 35 83 0 16 Apr 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities Dominik Csiba Zheng Qu Peter Richtárik ODL 61 97 0 27 Feb 2015
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss Yuchen Zhang Lin Xiao 38 72 0 01 Jan 2015
Randomized Dual Coordinate Ascent with Arbitrary Sampling Zheng Qu Peter Richtárik Tong Zhang 35 58 0 21 Nov 2014
Local Rademacher Complexity for Multi-label Learning Chang Xu Tongliang Liu Dacheng Tao Chao Xu 35 81 0 26 Oct 2014
Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization Yuchen Zhang Xiao Lin 43 261 0 10 Sep 2014
On Data Preconditioning for Regularized Loss Minimization Tianbao Yang R. L. Jin Shenghuo Zhu Qihang Lin 48 9 0 13 Aug 2014
Semi-Stochastic Gradient Descent Methods Jakub Konecný Peter Richtárik ODL 60 237 0 05 Dec 2013
Minimizing Finite Sums with the Stochastic Average Gradient Mark W. Schmidt Nicolas Le Roux Francis R. Bach 79 1,243 0 10 Sep 2013