Convex relaxations of structured matrix factorizations

12 September 2013

Papers citing "Convex relaxations of structured matrix factorizations"

8 / 8 papers shown

Title
Nonconvex Linear System Identification with Minimal State Representation Uday Kiran Reddy Tadipatri B. Haeffele Joshua Agterberg Ingvar Ziemann René Vidal 33 0 0 26 Apr 2025
Wave Physics-informed Matrix Factorizations Harsha Vardhan Tetali J. Harley B. Haeffele 32 0 0 21 Dec 2023
Topology and Geometry of Half-Rectified Network Optimization C. Freeman Joan Bruna 19 233 0 04 Nov 2016
Global Optimality in Tensor Factorization, Deep Learning, and Beyond B. Haeffele René Vidal 26 151 0 24 Jun 2015
Tight convex relaxations for sparse matrix factorization E. Richard G. Obozinski Jean-Philippe Vert 56 43 0 19 Jul 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 33 90 0 23 Apr 2014
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 81 204 0 06 Jun 2012
Convex Sparse Matrix Factorizations Francis R. Bach Julien Mairal Jean Ponce 137 143 0 10 Dec 2008