On the Computational Intractability of Exact and Approximate Dictionary Learning

26 May 2014

Papers citing "On the Computational Intractability of Exact and Approximate Dictionary Learning"

8 / 8 papers shown

Title
Inversion of Magnetic Data using Learned Dictionaries and Scale Space Shadab Ahamed Simon Ghyselincks Pablo Chang Huang Arias Julian Kloiber Yasin Ranjbar Jingrong Tang N. Zakariaei Eldad Haber AI4CE 85 0 0 08 Feb 2025
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting Yangming Zhang Wenqi Jia Wei Niu Miao Yin 3DGS 132 3 0 09 Nov 2024
More Algorithms for Provable Dictionary Learning Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma 75 55 0 03 Jan 2014
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Alekh Agarwal Anima Anandkumar Prateek Jain Praneeth Netrapalli 127 173 0 30 Oct 2013
Astronomical Image Denoising Using Dictionary Learning Simon Beckouche Jean-Luc Starck M. Fadili DiffM 48 39 0 12 Apr 2013
Dictionary Learning for Deblurring and Digital Zoom Florent Couzinié-Devy Julien Mairal Francis R. Bach Jean Ponce 75 36 0 05 Oct 2011
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 144 2,615 0 01 Aug 2009
$Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$-Minimisation$ Dictionary Identification - Sparse Matrix-Factorisation via $\ell_1$ -Minimisation Remi Gribonval Karin Schnass 100 168 0 30 Apr 2009