Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs

Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs

30 May 2016

Jean-Baptiste Alayrac

Isabella Lukasewitz

Simon Lacoste-Julien

Papers citing "Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs"

12 / 12 papers shown

Title
On the Global Linear Convergence of Frank-Wolfe Optimization Variants Simon Lacoste-Julien Martin Jaggi 57 411 0 18 Nov 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities Dominik Csiba Zheng Qu Peter Richtárik ODL 85 97 0 27 Feb 2015
Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms Yu Wang Veeranjaneyulu Sadhanala Wei-Ming Dai Willie Neiswanger S. Sra Eric Xing 95 45 0 22 Sep 2014
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations Xianjie Chen Alan Yuille 3DH 52 511 0 12 Jul 2014
Stochastic Optimization with Importance Sampling P. Zhao Tong Zhang 63 343 0 13 Jan 2014
Reflection methods for user-friendly submodular optimization Stefanie Jegelka Francis R. Bach S. Sra 45 76 0 18 Nov 2013
Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm Deanna Needell Nathan Srebro Rachel A. Ward 94 551 0 21 Oct 2013
A Novel Frank-Wolfe Algorithm. Analysis and Applications to Large-Scale SVM Training H. Allende Emanuele Frandi Ricardo Ñanculef Claudio Sartori 38 39 0 03 Apr 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 111 365 0 19 Jul 2012
Suboptimal Solution Path Algorithm for Support Vector Machine Masayuki Karasuyama Ichiro Takeuchi 67 17 0 03 May 2011
An Exponential Lower Bound on the Complexity of Regularization Paths B. Gärtner Martin Jaggi Clément Maria 119 36 0 27 Mar 2009
Piecewise linear regularized solution paths Saharon Rosset Ji Zhu 263 518 0 16 Aug 2007