Stop Wasting My Gradients: Practical SVRG

Stop Wasting My Gradients: Practical SVRG

5 November 2015

Reza Babanezhad

Mohamed Osama Ahmed

Papers citing "Stop Wasting My Gradients: Practical SVRG"

10 / 10 papers shown

Title
Importance Sampling for Minibatches Dominik Csiba Peter Richtárik 101 115 0 06 Feb 2016
Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting Jakub Konecný Jie Liu Peter Richtárik Martin Takáč ODL 102 273 0 16 Apr 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 133 1,826 0 01 Jul 2014
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 156 738 0 19 Mar 2014
Semi-Stochastic Gradient Descent Methods Jakub Konecný Peter Richtárik ODL 116 238 0 05 Dec 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 181 1,033 0 10 Sep 2012
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets Nicolas Le Roux Mark Schmidt Francis R. Bach ODL 70 104 0 28 Feb 2012
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization Mark Schmidt Nicolas Le Roux Francis R. Bach 205 583 0 12 Sep 2011
Hybrid Deterministic-Stochastic Methods for Data Fitting M. Friedlander Mark Schmidt 196 387 0 13 Apr 2011
Piecewise linear regularized solution paths Saharon Rosset Ji Zhu 525 521 0 16 Aug 2007