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Simple, Efficient, and Neural Algorithms for Sparse Coding

Simple, Efficient, and Neural Algorithms for Sparse Coding

2 March 2015
Sanjeev Arora
Rong Ge
Tengyu Ma
Ankur Moitra
ArXiv (abs)PDFHTML

Papers citing "Simple, Efficient, and Neural Algorithms for Sparse Coding"

6 / 106 papers shown
Title
Solving Random Quadratic Systems of Equations Is Nearly as Easy as
  Solving Linear Systems
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems
Yuxin Chen
Emmanuel J. Candes
138
591
0
19 May 2015
Complete Dictionary Recovery over the Sphere
Complete Dictionary Recovery over the Sphere
Ju Sun
Qing Qu
John N. Wright
90
202
0
26 Apr 2015
Convergence radius and sample complexity of ITKM algorithms for
  dictionary learning
Convergence radius and sample complexity of ITKM algorithms for dictionary learning
Karin Schnass
126
39
0
24 Mar 2015
On some provably correct cases of variational inference for topic models
On some provably correct cases of variational inference for topic models
Pranjal Awasthi
Andrej Risteski
VLMBDL
73
17
0
23 Mar 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating
  directions
Finding a sparse vector in a subspace: Linear sparsity using alternating directions
Qing Qu
Ju Sun
John N. Wright
129
112
0
15 Dec 2014
A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries
A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries
Alekh Agarwal
Anima Anandkumar
Praneeth Netrapalli
164
50
0
08 Sep 2013
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