Phase Diagram and Approximate Message Passing for Blind Calibration and
Dictionary Learning

Phase Diagram and Approximate Message Passing for Blind Calibration and Dictionary Learning

24 January 2013

Florent Krzakala

Lenka Zdeborová

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Papers citing "Phase Diagram and Approximate Message Passing for Blind Calibration and Dictionary Learning"

11 / 11 papers shown

Title
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance Jean Barbier Francesco Camilli Justin Ko Koki Okajima 88 6 0 04 Nov 2024
Sample Complexity of Bayesian Optimal Dictionary Learning A. Sakata Y. Kabashima 73 10 0 26 Jan 2013
Compressed Sensing under Matrix Uncertainty: Optimum Thresholds and Robust Approximate Message Passing Florent Krzakala M. Mézard Lenka Zdeborová 60 16 0 05 Jan 2013
Local stability and robustness of sparse dictionary learning in the presence of noise Rodolphe Jenatton Tuo Chen Francis R. Bach 142 49 0 02 Oct 2012
Statistical Mechanics of Dictionary Learning A. Sakata Y. Kabashima 86 25 0 28 Mar 2012
Blind calibration for compressed sensing by convex optimization Rémi Gribonval G. Chardon L. Daudet 77 72 0 30 Nov 2011
Optimal Phase Transitions in Compressed Sensing Yihong Wu S. Verdú 76 149 0 29 Nov 2011
On the Local Correctness of L^1 Minimization for Dictionary Learning Quan Geng Huan Wang John N. Wright 117 75 0 29 Jan 2011
The Sample Complexity of Dictionary Learning Daniel Vainsencher Shie Mannor A. Bruckstein 92 87 0 24 Nov 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 108 2,362 0 21 Jul 2009
$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

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