A Class of Parallel Doubly Stochastic Algorithms for Large-Scale
Learning

A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning

15 June 2016

Alejandro Ribeiro

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Papers citing "A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning"

13 / 13 papers shown

Title
IQN: An Incremental Quasi-Newton Method with Local Superlinear Convergence Rate Aryan Mokhtari Mark Eisen Alejandro Ribeiro 77 74 0 02 Feb 2017
CoCoA: A General Framework for Communication-Efficient Distributed Optimization Virginia Smith Simone Forte Chenxin Ma Martin Takáč Michael I. Jordan Martin Jaggi 88 273 0 07 Nov 2016
Distributed Optimization with Arbitrary Local Solvers Chenxin Ma Jakub Konecný Martin Jaggi Virginia Smith Michael I. Jordan Peter Richtárik Martin Takáč 105 197 0 13 Dec 2015
Global Convergence of Online Limited Memory BFGS Aryan Mokhtari Alejandro Ribeiro 71 164 0 06 Sep 2014
Communication-Efficient Distributed Dual Coordinate Ascent Martin Jaggi Virginia Smith Martin Takáč Jonathan Terhorst S. Krishnan Thomas Hofmann Michael I. Jordan 102 353 0 04 Sep 2014
Block stochastic gradient iteration for convex and nonconvex optimization Yangyang Xu W. Yin 149 134 0 12 Aug 2014
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 137 1,828 0 01 Jul 2014
RES: Regularized Stochastic BFGS Algorithm Aryan Mokhtari Alejandro Ribeiro ODL 92 159 0 29 Jan 2014
Distributed Coordinate Descent Method for Learning with Big Data Peter Richtárik Martin Takáč 193 255 0 08 Oct 2013
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 327 1,250 0 10 Sep 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent Shai Shalev-Shwartz Tong Zhang ODL 114 151 0 12 May 2013
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 127 487 0 04 Dec 2012
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 201 2,273 0 28 Jun 2011

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