Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization-Reference-Cited by-同舟云学术

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Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization

Published:2016-01 Issue:4 Volume:26 Page:2775-2799
ISSN:1052-6234
Container-title:SIAM Journal on Optimization
language:en
Short-container-title:SIAM J. Optim.

Author:

Agarwal Alekh,Anandkumar Animashree,Jain Prateek,Netrapalli Praneeth

Funder

NSF

Microsoft Faculty Fellowship

Google Faculty Award

ONR

Air Force Office of Scientific Research

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Theoretical Computer Science,Software

Link

http://epubs.siam.org/doi/pdf/10.1137/140979861

Reference24 articles.

1. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

2. Representation Learning: A Review and New Perspectives

3. The restricted isometry property and its implications for compressed sensing

4. Information Theory and Statistics: A Tutorial

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