More Algorithms for Provable Dictionary Learning

More Algorithms for Provable Dictionary Learning

3 January 2014

Aditya Bhaskara

Papers citing "More Algorithms for Provable Dictionary Learning"

12 / 12 papers shown

Title
Hiding Data Helps: On the Benefits of Masking for Sparse Coding Muthuraman Chidambaram Chenwei Wu Yu Cheng Rong Ge 35 0 0 24 Feb 2023
$Learning Trees of $\ell_0$-Minimization Problems$ Learning Trees of $\ell_0$ -Minimization Problems G. Welper 21 0 0 06 Feb 2023
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models Qiong Wu Jian Li Zhenming Liu Jun Luo Mihai Cucuringu 36 4 0 01 Dec 2022
$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 20 5 0 22 Feb 2019
Fast and robust tensor decomposition with applications to dictionary learning T. Schramm David Steurer 24 47 0 27 Jun 2017
Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors Cristian Rusu N. G. Prelcic R. Heath 24 15 0 24 Nov 2016
An improved analysis of the ER-SpUD dictionary learning algorithm Jarosław Błasiok Jelani Nelson 8 13 0 18 Feb 2016
When Are Nonconvex Problems Not Scary? Ju Sun Qing Qu John N. Wright 24 166 0 21 Oct 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 33 202 0 26 Apr 2015
Convergence radius and sample complexity of ITKM algorithms for dictionary learning Karin Schnass 35 39 0 24 Mar 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 16 111 0 15 Dec 2014
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method Boaz Barak Jonathan A. Kelner David Steurer 36 187 0 06 Jul 2014