Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization

8 October 2013

Papers citing "Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization"

11 / 11 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 81 0 0 25 Nov 2024
Two to Five Truths in Non-Negative Matrix Factorization John M. Conroy Neil P. Molino Brian Baughman Rod Gomez Ryan Kaliszewski Nicholas A. Lines 16 0 0 06 May 2023
Assigning Topics to Documents by Successive Projections Olga Klopp Maxim Panov Suzanne Sigalla Alexandre B. Tsybakov 29 9 0 08 Jul 2021
Directed mixed membership stochastic blockmodel Huan Qing Jingli Wang 25 5 0 07 Jan 2021
A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization Anthony Degleris Nicolas Gillis 19 7 0 17 Jun 2019
On Restricted Nonnegative Matrix Factorization D. Chistikov S. Kiefer Ines Marusic M. Shirmohammadi J. Worrell 24 14 0 23 May 2016
Spectral Clustering by Ellipsoid and Its Connection to Separable Nonnegative Matrix Factorization Tomohiko Mizutani 35 1 0 05 Mar 2015
Heuristics for Exact Nonnegative Matrix Factorization A. Vandaele Nicolas Gillis François Glineur D. Tuyttens 30 46 0 26 Nov 2014
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation Nicolas Gillis 49 92 0 28 Oct 2013
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 58 221 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 81 204 0 06 Jun 2012