Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization

12 September 2011

Nicolas Le Roux

Papers citing "Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization"

23 / 73 papers shown

Title
Non-smooth Variable Projection Aleksandr Aravkin Dmitriy Drusvyatskiy 50 8 0 19 Jan 2016
Proximal gradient method for huberized support vector machine Yangyang Xu I. Akrotirianakis A. Chakraborty 8 25 0 30 Nov 2015
Stop Wasting My Gradients: Practical SVRG Reza Babanezhad Mohamed Osama Ahmed Alim Virani Mark Schmidt Jakub Konecný Scott Sallinen 17 134 0 05 Nov 2015
Consistent Learning by Composite Proximal Thresholding P. Combettes Saverio Salzo S. Villa 35 14 0 17 Apr 2015
From Averaging to Acceleration, There is Only a Step-size Nicolas Flammarion Francis R. Bach 50 138 0 07 Apr 2015
Composite convex minimization involving self-concordant-like cost functions Quoc Tran-Dinh Yen-Huan Li V. Cevher 34 19 0 04 Feb 2015
First order algorithms in variational image processing Martin Burger Alex Sawatzky Gabriele Steidl 38 82 0 13 Dec 2014
Memory Bounded Deep Convolutional Networks Maxwell D. Collins Pushmeet Kohli 40 172 0 03 Dec 2014
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 56 47 0 17 Nov 2014
Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI Mathieu Dubois F. Hadj-Selem Tommy Löfstedt M. Perrot C. Fischer V. Frouin Edouard Duchesnay 37 18 0 21 Jul 2014
Gradient Sliding for Composite Optimization Guanghui Lan 51 67 0 04 Jun 2014
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning Julien Mairal 79 317 0 18 Feb 2014
Fast X-ray CT image reconstruction using the linearized augmented Lagrangian method with ordered subsets Hung Nien Jeffrey A. Fessler 48 62 0 18 Feb 2014
Practical Inexact Proximal Quasi-Newton Method with Global Complexity Analysis K. Scheinberg Xiaocheng Tang 47 81 0 26 Nov 2013
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 117 1,244 0 10 Sep 2013
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai Shalev-Shwartz Tong Zhang ODL 60 462 0 10 Sep 2013
Composite Self-Concordant Minimization Quoc Tran-Dinh Anastasios Kyrillidis V. Cevher 49 94 0 13 Aug 2013
Efficient Sparse Group Feature Selection via Nonconvex Optimization Shuo Xiang Xiao Tong Jieping Ye 58 57 0 23 May 2012
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows Julien Mairal Bin Yu 53 44 0 20 Apr 2012
Fast projections onto mixed-norm balls with applications S. Sra 53 29 0 06 Apr 2012
Structured sparsity through convex optimization Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 84 323 0 12 Sep 2011
A General Framework for Structured Sparsity via Proximal Optimization Andreas Argyriou Luca Baldassarre Jean Morales Massimiliano Pontil 44 21 0 26 Jun 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 62 109 0 11 Apr 2011