Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems

27 September 2018

Papers citing "Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems"

10 / 10 papers shown

Title
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 42 0 0 23 Jun 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 45 5 0 08 Feb 2022
Frank-Wolfe Splitting via Augmented Lagrangian Method Gauthier Gidel Fabian Pedregosa Simon Lacoste-Julien 37 30 0 09 Apr 2018
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls Zeyuan Allen-Zhu Elad Hazan Wei Hu Yuanzhi Li 86 51 0 07 Aug 2017
Frank-Wolfe Algorithms for Saddle Point Problems Gauthier Gidel Tony Jebara Simon Lacoste-Julien 56 71 0 25 Oct 2016
Faster Projection-free Convex Optimization over the Spectrahedron Dan Garber 39 31 0 20 May 2016
Variance-Reduced and Projection-Free Stochastic Optimization Elad Hazan Haipeng Luo 43 165 0 05 Feb 2016
Competing with the Empirical Risk Minimizer in a Single Pass Roy Frostig Rong Ge Sham Kakade Aaron Sidford 56 100 0 20 Dec 2014
Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods Cun Mu Yuqian Zhang John N. Wright D. Goldfarb 47 75 0 29 Mar 2014
Estimation of Simultaneously Sparse and Low Rank Matrices E. Richard Pierre-André Savalle Nicolas Vayatis 68 203 0 27 Jun 2012