Performance Limits of Dictionary Learning for Sparse Coding

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Performance Limits of Dictionary Learning for Sparse Coding

17 February 2014

Yonina C. Eldar

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Papers citing "Performance Limits of Dictionary Learning for Sparse Coding"

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Title
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Alekh Agarwal Anima Anandkumar Prateek Jain Praneeth Netrapalli 132 173 0 30 Oct 2013
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 77 206 0 28 Aug 2013
Optimal rates of convergence for sparse covariance matrix estimation T. Cai Harrison H. Zhou 151 246 0 13 Feb 2013
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 110 116 0 27 Apr 2011
$Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$-Minimisation$ Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$ -Minimisation Remi Gribonval Karin Schnass 109 167 0 30 Apr 2009