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"

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Title
Seismic Traveltime Tomography with Label-free Learning Feng Wang Bo Yang Renfang Wang Hong Qiu 36 0 0 01 Feb 2024
Simple Alternating Minimization Provably Solves Complete Dictionary Learning Geyu Liang G. Zhang Salar Fattahi Richard Y. Zhang 81 6 0 23 Oct 2022
Non-Convex Compressed Sensing with Training Data G. Welper 65 1 0 20 Jan 2021
Dictionary Learning with BLOTLESS Update Qi Yu Wei Dai Zoran Cvetkovic Jubo Zhu 57 6 0 24 Jun 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 89 391 0 11 May 2019
$Unique Sharp Local Minimum in $\ell_1$-minimization Complete Dictionary Learning$ Unique Sharp Local Minimum in $\ell_1$ -minimization Complete Dictionary Learning Yu Wang Siqi Wu Bin Yu 58 5 0 22 Feb 2019
Compressed Dictionary Learning Karin Schnass Flávio C. A. Teixeira 60 5 0 02 May 2018
Travel time tomography with adaptive dictionaries Michael J. Bianco Peter Gerstoft 60 36 0 16 Dec 2017
Identifiability of Kronecker-structured Dictionaries for Tensor Data Z. Shakeri Anand D. Sarwate W. Bajwa 59 12 0 10 Dec 2017
Sparse Coding and Autoencoders Akshay Rangamani Anirbit Mukherjee A. Basu T. Ganapathi Ashish Arora S. Chin T. Tran 112 20 0 12 Aug 2017
Dictionary Learning from Incomplete Data Valeriya Naumova Karin Schnass 57 11 0 13 Jan 2017
Minimax Lower Bounds for Kronecker-Structured Dictionary Learning Z. Shakeri W. Bajwa Anand D. Sarwate 38 18 0 17 May 2016
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 75 202 0 26 Apr 2015
Convergence radius and sample complexity of ITKM algorithms for dictionary learning Karin Schnass 118 39 0 24 Mar 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora Rong Ge Tengyu Ma Ankur Moitra 121 193 0 02 Mar 2015
Sparse and spurious: dictionary learning with noise and outliers Rémi Gribonval Rodolphe Jenatton Francis R. Bach 157 96 0 19 Jul 2014