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

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

8 October 2013

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

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Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 173 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 74 0 0 06 May 2023
Assigning Topics to Documents by Successive Projections Olga Klopp Maxim Panov Suzanne Sigalla Alexandre B. Tsybakov 80 9 0 08 Jul 2021
Directed mixed membership stochastic blockmodel Huan Qing Jingli Wang 68 6 0 07 Jan 2021
A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization Anthony Degleris Nicolas Gillis 105 8 0 17 Jun 2019
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications Xiao Fu Kejun Huang N. Sidiropoulos Wing-Kin Ma 81 204 0 03 Mar 2018
Introduction to Nonnegative Matrix Factorization Nicolas Gillis 82 46 0 02 Mar 2017
On Restricted Nonnegative Matrix Factorization D. Chistikov S. Kiefer Ines Marusic M. Shirmohammadi J. Worrell 91 14 0 23 May 2016
Spectral Clustering by Ellipsoid and Its Connection to Separable Nonnegative Matrix Factorization Tomohiko Mizutani 81 1 0 05 Mar 2015
Heuristics for Exact Nonnegative Matrix Factorization A. Vandaele Nicolas Gillis François Glineur D. Tuyttens 110 46 0 26 Nov 2014
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14) Laurent Jacques C. De Vleeschouwer Y. Boursier Prasad Sudhakar C. D. Mol ... Jean-Luc Starck I. Loris Samuel Vaiter Mohammad Golbabaee D. Vukobratović 478 0 0 02 Oct 2014
The Why and How of Nonnegative Matrix Factorization Nicolas Gillis 155 365 0 21 Jan 2014
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation Nicolas Gillis 164 93 0 28 Oct 2013