Coordinate Friendly Structures, Algorithms and Applications

Coordinate Friendly Structures, Algorithms and Applications

5 January 2016

Papers citing "Coordinate Friendly Structures, Algorithms and Applications"

11 / 11 papers shown

Title
Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization Yangyang Xu Shuzhong Zhang 47 23 0 17 Feb 2017
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates Zhimin Peng Yangyang Xu Ming Yan W. Yin 49 258 0 08 Jun 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection J. Nutini Mark Schmidt I. Laradji M. Friedlander H. Koepke 53 222 0 01 Jun 2015
$An $O(n\log(n))$ Algorithm for Projecting Onto the Ordered Weighted $\ell_1$ Norm Ball$ An $O(n\log(n))$ Algorithm for Projecting Onto the Ordered Weighted $\ell_1$ Norm Ball Damek Davis 48 10 0 05 May 2015
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent Cho-Jui Hsieh Hsiang-Fu Yu Inderjit S. Dhillon 39 108 0 06 Apr 2015
Block stochastic gradient iteration for convex and nonconvex optimization Yangyang Xu W. Yin 116 134 0 12 Aug 2014
On the Complexity Analysis of Randomized Block-Coordinate Descent Methods Zhaosong Lu Lin Xiao 53 254 0 21 May 2013
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 91 487 0 04 Dec 2012
Iteration Complexity of Randomized Block-Coordinate Descent Methods for Minimizing a Composite Function Peter Richtárik Martin Takáč 86 769 0 14 Jul 2011
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 142 2,272 0 28 Jun 2011
Parallel Coordinate Descent for L1-Regularized Loss Minimization Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin 82 309 0 26 May 2011