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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"

31 / 31 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 166 0 0 25 Nov 2024
Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization Maryam Abdolali Giovanni Barbarino Nicolas Gillis 55 1 0 29 Mar 2024
Coseparable Nonnegative Tensor Factorization With T-CUR Decomposition Juefei Chen Longxiu Huang Yimin Wei 97 1 0 30 Jan 2024
Towards Tuning-Free Minimum-Volume Nonnegative Matrix Factorization Duc Toan Nguyen E. C. Chi 20 1 0 24 Sep 2023
A consistent and flexible framework for deep matrix factorizations Pierre De Handschutter Nicolas Gillis 24 15 0 21 Jun 2022
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing Meng Ding Xiao Fu Xile Zhao 68 11 0 08 May 2022
Smoothed Separable Nonnegative Matrix Factorization Nicolas Nadisic Nicolas Gillis Christophe Kervazo 69 9 0 11 Oct 2021
Refinement of Hottopixx Method for Nonnegative Matrix Factorization Under Noisy Separability Tomohiko Mizutani 84 2 0 07 Sep 2021
Co-Separable Nonnegative Matrix Factorization Junjun Pan Michael K. Ng 63 1 0 02 Sep 2021
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Xiao-Lei Zhang 41 0 0 05 Jul 2021
Mixed Membership Graph Clustering via Systematic Edge Query Shahana Ibrahim Xiao Fu 49 4 0 25 Nov 2020
Provably robust blind source separation of linear-quadratic near-separable mixtures Christophe Kervazo Nicolas Gillis N. Dobigeon 62 5 0 24 Nov 2020
$Matrix-wise $\ell_0$-constrained Sparse Nonnegative Least Squares$ Matrix-wise $\ell_0$ -constrained Sparse Nonnegative Least Squares Nicolas Nadisic Jérémy E. Cohen A. Vandaele Nicolas Gillis 47 0 0 22 Nov 2020
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 128 47 0 01 Oct 2020
Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms Maryam Abdolali Nicolas Gillis 74 24 0 22 Jul 2020
Sparse Separable Nonnegative Matrix Factorization Nicolas Nadisic A. Vandaele Jérémy E. Cohen Nicolas Gillis 20 4 0 13 Jun 2020
Deep topic modeling by multilayer bootstrap network and lasso Georgios Balikas Ioannis Partalas BDL 63 0 0 24 Oct 2019
Near-Convex Archetypal Analysis Pierre De Handschutter Nicolas Gillis A. Vandaele Xavier Siebert 33 8 0 02 Oct 2019
Successive Projection Algorithm Robust to Outliers Nicolas Gillis 33 7 0 12 Aug 2019
A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization Anthony Degleris Nicolas Gillis 80 8 0 17 Jun 2019
Generalized Separable Nonnegative Matrix Factorization Junjun Pan Nicolas Gillis 82 27 0 30 May 2019
PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography Maksim Tsikhanovich M. Magdon-Ismail M. Ishaq Vassilis Zikas 70 4 0 23 Jan 2019
Convex Programming Based Spectral Clustering Tomohiko Mizutani 72 3 0 11 May 2018
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications Xiao Fu Kejun Huang N. Sidiropoulos Wing-Kin Ma 79 204 0 03 Mar 2018
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees Francesco Locatello Michael Tschannen Gunnar Rätsch Martin Jaggi 95 26 0 31 May 2017
Dictionary-based Tensor Canonical Polyadic Decomposition Jérémy E. Cohen Nicolas Gillis 80 15 0 03 Apr 2017
Introduction to Nonnegative Matrix Factorization Nicolas Gillis 77 46 0 02 Mar 2017
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm Kejun Huang Xiao Fu N. Sidiropoulos 100 56 0 15 Nov 2016
Enhancing Pure-Pixel Identification Performance via Preconditioning Nicolas Gillis Wing-Kin Ma 152 12 0 20 Jun 2014
The Why and How of Nonnegative Matrix Factorization Nicolas Gillis 143 365 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 108 19 0 27 Dec 2013