Communication-Efficient Distributed Dual Coordinate Ascent

Communication-Efficient Distributed Dual Coordinate Ascent

4 September 2014

Jonathan Terhorst

Michael I. Jordan

Papers citing "Communication-Efficient Distributed Dual Coordinate Ascent"

12 / 12 papers shown

Title
Fast Distributed Coordinate Descent for Non-Strongly Convex Losses Olivier Fercoq Zheng Qu Peter Richtárik Martin Takáč 49 59 0 21 May 2014
Communication Efficient Distributed Optimization using an Approximate Newton-type Method Ohad Shamir Nathan Srebro Tong Zhang 65 554 0 30 Dec 2013
Analysis of Distributed Stochastic Dual Coordinate Ascent Tianbao Yang Shenghuo Zhu Rong Jin Yuanqing Lin 49 19 0 04 Dec 2013
Distributed Coordinate Descent Method for Learning with Big Data Peter Richtárik Martin Takáč 151 254 0 08 Oct 2013
Mini-Batch Primal and Dual Methods for SVMs Martin Takáč A. Bijral Peter Richtárik Nathan Srebro 57 195 0 10 Mar 2013
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 88 487 0 04 Dec 2012
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 115 1,031 0 10 Sep 2012
Iteration Complexity of Randomized Block-Coordinate Descent Methods for Minimizing a Composite Function Peter Richtárik Martin Takáč 81 769 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 69 309 0 26 May 2011
Distributed Delayed Stochastic Optimization Alekh Agarwal John C. Duchi 110 626 0 28 Apr 2011
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 241 683 0 07 Dec 2010