Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms

22 June 2015

Papers citing "Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms"

10 / 10 papers shown

Title
FrogWild! -- Fast PageRank Approximations on Graph Engines Ioannis Mitliagkas Michael Borokhovich A. Dimakis Constantine Caramanis 45 38 0 15 Feb 2015
Deep Learning with Limited Numerical Precision Suyog Gupta A. Agrawal K. Gopalakrishnan P. Narayanan HAI 134 2,043 0 09 Feb 2015
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems Christopher De Sa K. Olukotun Christopher Ré 44 150 0 05 Nov 2014
DimmWitted: A Study of Main-Memory Statistical Analytics Ce Zhang Christopher Ré 107 145 0 28 Mar 2014
Accelerated, Parallel and Proximal Coordinate Descent Olivier Fercoq Peter Richtárik 64 372 0 20 Dec 2013
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 85 487 0 04 Dec 2012
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 151 1,066 0 03 Dec 2012
Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin Ohad Shamir Karthik Sridharan 98 764 0 26 Sep 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
Randomized Smoothing for Stochastic Optimization John C. Duchi Peter L. Bartlett Martin J. Wainwright 94 282 0 22 Mar 2011