Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation

28 October 2013

Papers citing "Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation"

17 / 17 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 114 0 0 25 Nov 2024
Coseparable Nonnegative Tensor Factorization With T-CUR Decomposition Juefei Chen Longxiu Huang Yimin Wei 71 1 0 30 Jan 2024
The Why and How of Nonnegative Matrix Factorization Nicolas Gillis 69 364 0 21 Jan 2014
Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 105 58 0 08 Oct 2013
Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability Tomohiko Mizutani 45 25 0 23 Sep 2013
Topic Discovery through Data Dependent and Random Projections Weicong Ding M. Rohban Prakash Ishwar Venkatesh Saligrama 46 52 0 15 Mar 2013
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization Nicolas Gillis Robert Luce 96 92 0 18 Feb 2013
A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora Rong Ge Yoni Halpern David M. Mimno Ankur Moitra David Sontag Yichen Wu Michael Zhu 66 437 0 19 Dec 2012
Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices Nicolas Gillis 107 49 0 28 Nov 2012
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization Abhishek Kumar Vikas Sindhwani P. Kambadur 101 147 0 03 Oct 2012
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 94 223 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 122 204 0 06 Jun 2012
Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing Nicolas Gillis 100 148 0 11 Apr 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 109 432 0 09 Apr 2012
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 68 2,567 0 28 Feb 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 241 397 0 03 Nov 2011
A convex model for non-negative matrix factorization and dimensionality reduction on physical space E. Esser Michael Möller Stanley Osher Guillermo Sapiro Jack Xin 129 168 0 04 Feb 2011