Local Identification of Overcomplete Dictionaries

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Local Identification of Overcomplete Dictionaries

24 January 2014

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Papers citing "Local Identification of Overcomplete Dictionaries"

13 / 13 papers shown

Title
Sparse and spurious: dictionary learning with noise and outliers Rémi Gribonval Rodolphe Jenatton Francis R. Bach 82 95 0 19 Jul 2014
Sample Complexity of Dictionary Learning and other Matrix Factorizations Rémi Gribonval Rodolphe Jenatton Francis R. Bach M. Kleinsteuber Matthias Seibert 127 85 0 13 Dec 2013
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Alekh Agarwal Anima Anandkumar Prateek Jain Praneeth Netrapalli 129 173 0 30 Oct 2013
A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries Alekh Agarwal Anima Anandkumar Praneeth Netrapalli 145 50 0 08 Sep 2013
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 75 205 0 28 Aug 2013
Local stability and robustness of sparse dictionary learning in the presence of noise Rodolphe Jenatton Tuo Chen Francis R. Bach 138 49 0 02 Oct 2012
On the Sample Complexity of Predictive Sparse Coding Nishant A. Mehta Alexander G. Gray 78 10 0 18 Feb 2012
A tail inequality for quadratic forms of subgaussian random vectors Daniel J. Hsu Sham Kakade Tong Zhang 139 422 0 13 Oct 2011
On the Local Correctness of L^1 Minimization for Dictionary Learning Quan Geng Huan Wang John N. Wright 115 75 0 29 Jan 2011
The Sample Complexity of Dictionary Learning Daniel Vainsencher Shie Mannor A. Bruckstein 90 87 0 24 Nov 2010
K-Dimensional Coding Schemes in Hilbert Spaces Augusto Maurer 96 108 0 03 Feb 2010
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 147 2,615 0 01 Aug 2009
$Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$-Minimisation$ Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$ -Minimisation Remi Gribonval Karin Schnass 105 167 0 30 Apr 2009

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