Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization

18 February 2013

Papers citing "Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization"

16 / 16 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 88 0 0 25 Nov 2024
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem Jérémy E. Cohen 16 0 0 24 Nov 2021
Identifiability-Guaranteed Simplex-Structured Post-Nonlinear Mixture Learning via Autoencoder Qi Lyu Xiao Fu CML 30 12 0 16 Jun 2021
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models S. Shrestha Xiao Fu Min-Fong Hong 24 47 0 01 May 2021
Truncated Cauchy Non-negative Matrix Factorization Naiyang Guan Tongliang Liu Yangmuzi Zhang Dacheng Tao L. Davis 8 83 0 02 Jun 2019
Generalized Separable Nonnegative Matrix Factorization Junjun Pan Nicolas Gillis 31 26 0 30 May 2019
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization Renbo Zhao Vincent Y. F. Tan 33 19 0 04 Sep 2016
Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering Bo Yang Xiao Fu N. Sidiropoulos 14 39 0 21 May 2016
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related Xiao Fu Wing-Kin Ma Tsung-Han Chan J. Bioucas-Dias 37 67 0 15 Sep 2014
Convex Analysis of Mixtures for Separating Non-negative Well-grounded Sources Yitan Zhu Niya Wang David J. Miller Yue Wang 52 11 0 28 Jun 2014
The Why and How of Nonnegative Matrix Factorization Nicolas Gillis 41 363 0 21 Jan 2014
$Near-separable Non-negative Matrix Factorization with $\ell_1$- and Bregman Loss Functions$ Near-separable Non-negative Matrix Factorization with $\ell_1$ - and Bregman Loss Functions Abhishek Kumar Vikas Sindhwani 48 19 0 27 Dec 2013
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation Nicolas Gillis 49 92 0 28 Oct 2013
Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 58 56 0 08 Oct 2013
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 63 222 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 84 204 0 06 Jun 2012