Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix
Factorization

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Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization

6 August 2012

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Papers citing "Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization"

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Title
topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation Márton Kardos Kenneth Enevoldsen Kristoffer Nielbo 193 0 0 19 May 2025
Coseparable Nonnegative Tensor Factorization With T-CUR Decomposition Juefei Chen Longxiu Huang Yimin Wei 79 1 0 30 Jan 2024
Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices Nicolas Gillis 135 49 0 28 Nov 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 153 204 0 06 Jun 2012
Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing Nicolas Gillis 126 148 0 11 Apr 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 188 434 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 103 2,574 0 28 Feb 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 309 399 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 147 168 0 04 Feb 2011
Large Deviations of Vector-valued Martingales in 2-Smooth Normed Spaces A. Juditsky A. Nemirovski 139 97 0 04 Sep 2008

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