Convex relaxations of structured matrix factorizations

12 September 2013

Papers citing "Convex relaxations of structured matrix factorizations"

14 / 14 papers shown

Title
Binary Component Decomposition Part I: The Positive-Semidefinite Case R. Kueng J. Tropp 65 12 0 31 Jul 2019
Binary component decomposition Part II: The asymmetric case R. Kueng J. Tropp 190 7 0 31 Jul 2019
Model Function Based Conditional Gradient Method with Armijo-like Line Search Yura Malitsky Peter Ochs 47 4 0 23 Jan 2019
Bilinear Parameterization For Differentiable Rank-Regularization Marcus Valtonen Örnhag Carl Olsson A. Heyden 130 11 0 27 Nov 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization Jacopo Cavazza Pietro Morerio B. Haeffele Connor Lane Vittorio Murino René Vidal 115 42 0 13 Oct 2017
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications B. Haeffele René Vidal 87 67 0 25 Aug 2017
Topology and Geometry of Half-Rectified Network Optimization C. Freeman Joan Bruna 254 235 0 04 Nov 2016
Global Optimality in Tensor Factorization, Deep Learning, and Beyond B. Haeffele René Vidal 192 150 0 24 Jun 2015
Breaking the Curse of Dimensionality with Convex Neural Networks Francis R. Bach 227 706 0 30 Dec 2014
Generalized Conditional Gradient for Sparse Estimation Yaoliang Yu Xinhua Zhang Dale Schuurmans 87 78 0 17 Oct 2014
Tight convex relaxations for sparse matrix factorization E. Richard G. Obozinski Jean-Philippe Vert 110 43 0 19 Jul 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 89 90 0 23 Apr 2014
Duality between subgradient and conditional gradient methods Francis R. Bach 160 99 0 27 Nov 2012
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 181 479 0 28 Nov 2011