Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms

22 July 2020

Papers citing "Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms"

6 / 6 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 86 0 0 25 Nov 2024
Quadratic Matrix Factorization with Applications to Manifold Learning Zheng Zhai Hengchao Chen Qiang Sun 34 4 0 30 Jan 2023
Partial Identifiability for Nonnegative Matrix Factorization Nicolas Gillis R. Rajkó 13 2 0 16 Jun 2022
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 28 40 0 01 Oct 2020
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 58 222 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 84 204 0 06 Jun 2012