Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices

27 February 2014

Papers citing "Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices"

7 / 7 papers shown

Title
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization Nicolas Gillis Robert Luce 112 92 0 18 Feb 2013
Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures Austin R. Benson D. Gleich J. Demmel 66 70 0 06 Jan 2013
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization Abhishek Kumar Vikas Sindhwani P. Kambadur 120 147 0 03 Oct 2012
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 129 224 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 153 204 0 06 Jun 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 309 399 0 03 Nov 2011
QR Factorization of Tall and Skinny Matrices in a Grid Computing Environment E. Agullo Camille Coti Jack J. Dongarra T. Hérault Julien Langou 302 45 0 14 Dec 2009