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On Identifiability of Nonnegative Matrix Factorization

On Identifiability of Nonnegative Matrix Factorization

2 September 2017
Xiao Fu
Kejun Huang
N. Sidiropoulos
ArXivPDFHTML

Papers citing "On Identifiability of Nonnegative Matrix Factorization"

12 / 12 papers shown
Title
Interpretable Meta-Learning of Physical Systems
Interpretable Meta-Learning of Physical Systems
Matthieu Blanke
Marc Lelarge
AI4CE
30
5
0
01 Dec 2023
A Bayesian Perspective for Determinant Minimization Based Robust
  Structured Matrix Factorizatio
A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorizatio
Gokcan Tatli
A. Erdogan
36
0
0
16 Feb 2023
Clustered Embedding Learning for Recommender Systems
Clustered Embedding Learning for Recommender Systems
Yizhou Chen
Guangda Huzhang
Anxiang Zeng
Qingtao Yu
Hui Sun
Hengyi Li
Jingyi Li
Yabo Ni
Han Yu
Zhiming Zhou
29
9
0
03 Feb 2023
Provable Subspace Identification Under Post-Nonlinear Mixtures
Provable Subspace Identification Under Post-Nonlinear Mixtures
Qi Lyu
Xiao Fu
CoGe
29
0
0
14 Oct 2022
Majorization-minimization for Sparse Nonnegative Matrix Factorization
  with the $β$-divergence
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the βββ-divergence
Arthur Marmin
J. H. D. M. Goulart
Cédric Févotte
20
7
0
13 Jul 2022
Joint Probability Estimation Using Tensor Decomposition and Dictionaries
Joint Probability Estimation Using Tensor Decomposition and Dictionaries
Shaan ul Haque
Ajit V. Rajwade
Karthik S. Gurumoorthy
22
2
0
03 Mar 2022
Polytopic Matrix Factorization: Determinant Maximization Based Criterion
  and Identifiability
Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability
Gokcan Tatli
A. Erdogan
29
16
0
19 Feb 2022
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding
  problem
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem
Jérémy E. Cohen
16
0
0
24 Nov 2021
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned
  Neural Models
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models
S. Shrestha
Xiao Fu
Min-Fong Hong
24
47
0
01 May 2021
Recovery of Joint Probability Distribution from one-way marginals: Low
  rank Tensors and Random Projections
Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections
Jian Vora
Karthik S. Gurumoorthy
Ajit V. Rajwade
32
6
0
22 Mar 2021
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix
  Factorization
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
Factoring nonnegative matrices with linear programs
Victor Bittorf
Benjamin Recht
Christopher Ré
J. Tropp
81
204
0
06 Jun 2012
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