Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields

22 December 2017

Papers citing "Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields"

10 / 10 papers shown

Title
Faster Coordinate Descent via Adaptive Importance Sampling Dmytro Perekrestenko Volkan Cevher Martin Jaggi 55 42 0 07 Mar 2017
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs A. Osokin Jean-Baptiste Alayrac Isabella Lukasewitz P. Dokania Simon Lacoste-Julien 62 65 0 30 May 2016
Barrier Frank-Wolfe for Marginal Inference Rahul G. Krishnan Simon Lacoste-Julien David Sontag 66 38 0 06 Nov 2015
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields Mark Schmidt Reza Babanezhad Mohamed Osama Ahmed Aaron Defazio Ann Clifton Anoop Sarkar 72 83 0 16 Apr 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities Dominik Csiba Zheng Qu Peter Richtárik ODL 93 97 0 27 Feb 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 120 1,823 0 01 Jul 2014
Stochastic Optimization with Importance Sampling P. Zhao Tong Zhang 82 344 0 13 Jan 2014
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang ODL 89 462 0 10 Sep 2013
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 151 1,031 0 10 Sep 2012
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 124 366 0 19 Jul 2012