Smooth minimization of nonsmooth functions with parallel coordinate descent methods

23 September 2013

Papers citing "Smooth minimization of nonsmooth functions with parallel coordinate descent methods"

15 / 15 papers shown

Title
Accelerated, Parallel and Proximal Coordinate Descent Olivier Fercoq Peter Richtárik 64 372 0 20 Dec 2013
Parallel coordinate descent for the Adaboost problem Olivier Fercoq ODL 54 11 0 07 Oct 2013
Separable Approximations and Decomposition Methods for the Augmented Lagrangian R. Tappenden Peter Richtárik Burak Büke 49 41 0 30 Aug 2013
On the Complexity Analysis of Randomized Block-Coordinate Descent Methods Zhaosong Lu Lin Xiao 67 254 0 21 May 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent Shai Shalev-Shwartz Tong Zhang ODL 92 150 0 12 May 2013
Inexact Coordinate Descent: Complexity and Preconditioning R. Tappenden Peter Richtárik J. Gondzio 76 100 0 19 Apr 2013
Mini-Batch Primal and Dual Methods for SVMs Martin Takáč A. Bijral Peter Richtárik Nathan Srebro 63 195 0 10 Mar 2013
Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes Peter Richtárik Majid Jahani S. Ahipaşaoğlu Martin Takáč 44 29 0 17 Dec 2012
Parallel Coordinate Descent Methods for Big Data Optimization Peter Richtárik Martin Takáč 96 487 0 04 Dec 2012
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang 128 1,031 0 10 Sep 2012
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 122 365 0 19 Jul 2012
Iteration Complexity of Randomized Block-Coordinate Descent Methods for Minimizing a Composite Function Peter Richtárik Martin Takáč 86 769 0 14 Jul 2011
The Rate of Convergence of AdaBoost Indraneel Mukherjee Cynthia Rudin Robert E. Schapire 88 64 0 29 Jun 2011
Parallel Coordinate Descent for L1-Regularized Loss Minimization Joseph K. Bradley Aapo Kyrola Danny Bickson Carlos Guestrin 93 309 0 26 May 2011
A Primal-Dual Convergence Analysis of Boosting Matus Telgarsky 51 34 0 25 Jan 2011