Forward - Backward Greedy Algorithms for Atomic Norm Regularization

23 April 2014

Papers citing "Forward - Backward Greedy Algorithms for Atomic Norm Regularization"

19 / 19 papers shown

Title
Second-order Conditional Gradient Sliding Alejandro Carderera Sebastian Pokutta 50 13 0 20 Feb 2020
Blended Conditional Gradients: the unconditioning of conditional gradients Gábor Braun Sebastian Pokutta Dan Tu S. Wright 70 27 0 18 May 2018
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint Ji Liu R. Fujimaki Jieping Ye 67 45 0 31 Dec 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis Nikhil S. Rao Christopher R. Cox Robert D. Nowak Timothy T. Rogers 95 73 0 20 Nov 2013
Solving OSCAR regularization problems by proximal splitting algorithms Xiangrong Zeng Mário A. T. Figueiredo 84 6 0 24 Sep 2013
Convex relaxations of structured matrix factorizations Francis R. Bach 78 38 0 12 Sep 2013
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery Cun Mu Bo Huang John N. Wright D. Goldfarb 151 307 0 22 Jul 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 191 1,065 0 03 Dec 2012
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 373 1,145 0 29 Oct 2012
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien Martin Jaggi Mark Schmidt Patrick A. Pletscher 126 366 0 19 Jul 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods Christopher C. Johnson A. Jalali Pradeep Ravikumar 56 59 0 29 Dec 2011
Orthogonal Matching Pursuit with Replacement Prateek Jain Ambuj Tewari Inderjit S. Dhillon 66 79 0 14 Jun 2011
Convex Approaches to Model Wavelet Sparsity Patterns Nikhil S. Rao Robert D. Nowak Stephen J. Wright N. Kingsbury 59 69 0 22 Apr 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 113 109 0 11 Apr 2011
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 185 1,338 0 03 Dec 2010
Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton Julien Mairal G. Obozinski Francis R. Bach 206 344 0 11 Sep 2010
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 212 718 0 11 Jun 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 193 607 0 22 Apr 2009
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 366 3,764 0 28 Jun 2007