The Convex Geometry of Linear Inverse Problems

The Convex Geometry of Linear Inverse Problems

3 December 2010

V. Chandrasekaran

Benjamin Recht

Papers citing "The Convex Geometry of Linear Inverse Problems"

18 / 118 papers shown

Title
Estimation in high dimensions: a geometric perspective Roman Vershynin 33 132 0 20 May 2014
Randomized Sketches of Convex Programs with Sharp Guarantees Mert Pilanci Martin J. Wainwright 45 175 0 29 Apr 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 33 90 0 23 Apr 2014
Geometric Inference for General High-Dimensional Linear Inverse Problems T. Tony Cai Tengyuan Liang Alexander Rakhlin 54 27 0 17 Apr 2014
Lower bounds on the performance of polynomial-time algorithms for sparse linear regression Yuchen Zhang Martin J. Wainwright Michael I. Jordan 29 130 0 09 Feb 2014
A new perspective on least squares under convex constraint S. Chatterjee 53 114 0 04 Feb 2014
Distance-based and continuum Fano inequalities with applications to statistical estimation John C. Duchi Martin J. Wainwright 43 66 0 12 Nov 2013
The Squared-Error of Generalized LASSO: A Precise Analysis Samet Oymak Christos Thrampoulidis B. Hassibi 39 131 0 04 Nov 2013
Convex relaxations of structured matrix factorizations Francis R. Bach 49 38 0 12 Sep 2013
Model Selection with Low Complexity Priors Samuel Vaiter Mohammad Golbabaee Jalal Fadili Gabriel Peyré 51 59 0 09 Jul 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 33 152 0 26 Mar 2013
Rank regularization and Bayesian inference for tensor completion and extrapolation J. Bazerque Gonzalo Mateos G. Giannakis 41 86 0 31 Jan 2013
Learning Model-Based Sparsity via Projected Gradient Descent S. Bahmani P. Boufounos Bhiksha Raj 39 18 0 07 Sep 2012
Greedy expansions in convex optimization V. Temlyakov 52 17 0 02 Jun 2012
Greedy approximation in convex optimization V. Temlyakov 43 49 0 02 Jun 2012
Convex Relaxation for Combinatorial Penalties G. Obozinski Francis R. Bach 59 62 0 06 May 2012
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 94 181 0 03 Oct 2011
Structured sparsity-inducing norms through submodular functions Francis R. Bach 67 194 0 25 Aug 2010