On Matching Pursuit and Coordinate Descent

On Matching Pursuit and Coordinate Descent

26 March 2018

Francesco Locatello

Sai Praneeth Karimireddy

Bernhard Schölkopf

Sebastian U. Stich

Papers citing "On Matching Pursuit and Coordinate Descent"

13 / 13 papers shown

Title
Efficient Greedy Coordinate Descent for Composite Problems Sai Praneeth Karimireddy Anastasia Koloskova Sebastian U. Stich Martin Jaggi 20 30 0 16 Oct 2018
Frank-Wolfe with Subsampling Oracle Thomas Kerdreux Fabian Pedregosa Alexandre d’Aspremont 44 18 0 20 Mar 2018
Approximate Steepest Coordinate Descent Sebastian U. Stich Anant Raj Martin Jaggi 46 16 0 26 Jun 2017
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees Francesco Locatello Michael Tschannen Gunnar Rätsch Martin Jaggi 69 26 0 31 May 2017
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe Francesco Locatello Rajiv Khanna Michael Tschannen Martin Jaggi 50 50 0 21 Feb 2017
Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling Zeyuan Allen-Zhu Zheng Qu Peter Richtárik Yang Yuan 76 171 0 30 Dec 2015
On the Global Linear Convergence of Frank-Wolfe Optimization Variants Simon Lacoste-Julien Martin Jaggi 70 411 0 18 Nov 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection J. Nutini Mark Schmidt I. Laradji M. Friedlander H. Koepke 66 223 0 01 Jun 2015
A General Framework for Fast Stagewise Algorithms Ryan J. Tibshirani 62 52 0 25 Aug 2014
Chebushev Greedy Algorithm in convex optimization J. Stehouwer 90 10 0 04 Dec 2013
Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization Nicolas Gillis Da Kuang Haesun Park 87 118 0 14 Sep 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 135 366 0 19 Jul 2012
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 203 1,340 0 03 Dec 2010