Coseparable Nonnegative Matrix Factorization

DOI10.1137/22m1510509arXiv2109.00749OpenAlexW3196366142MaRDI QIDQ6053417

Michael Kwok-Po Ng, Junjun Pan

Publication date: 18 October 2023

Published in: SIAM Journal on Matrix Analysis and Applications (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2109.00749

zbMATH Keywords

separabilitynonnegative matrix factorizationcoseparablecoclustering

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items

Separable Quaternion Matrix Factorization for Polarization Images

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• CUR matrix decompositions for improved data analysis
• Off-diagonal symmetric nonnegative matrix factorization
• Successive normalization of rectangular arrays
• A theory of pseudoskeleton approximations
• Introductory lectures on convex optimization. A basic course.
• Rectangular maximum-volume submatrices and their applications
• SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering
• Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation
• Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization
• On the Complexity of Nonnegative Matrix Factorization
• The Sinkhorn–Knopp Algorithm: Convergence and Applications
• SDPT3 — A Matlab software package for semidefinite programming, Version 1.3
• A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary
• Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering
• Nonnegative Matrix Factorization
• Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization
• A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space
• Robust CUR Decomposition: Theory and Imaging Applications