Low-rank Optimization with Convex Constraints

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Low-rank Optimization with Convex Constraints

6 June 2016

Christian Grussler

Pontus Giselsson

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Papers citing "Low-rank Optimization with Convex Constraints"

9 / 9 papers shown

Title
Local Convergence of Proximal Splitting Methods for Rank Constrained Problems Christian Grussler Pontus Giselsson 61 5 0 11 Oct 2017
Low-Rank Inducing Norms with Optimality Interpretations Christian Grussler Pontus Giselsson 123 19 0 09 Dec 2016
New Perspectives on k-Support and Cluster Norms Andrew M. McDonald Massimiliano Pontil Dimitris Stamos 84 59 0 06 Mar 2014
Sparse Prediction with the $k$ -Support Norm Andreas Argyriou Rina Foygel Nathan Srebro 109 163 0 23 Apr 2012
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 216 1,058 0 03 Aug 2011
The Convex Geometry of Linear Inverse Problems V. Chandrasekaran Benjamin Recht P. Parrilo A. Willsky 211 1,341 0 03 Dec 2010
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 257 1,111 0 11 Jun 2009
Enhancing Sparsity by Reweighted L1 Minimization Emmanuel J. Candes M. Wakin Stephen P. Boyd 215 5,046 0 10 Nov 2007
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 419 3,771 0 28 Jun 2007