Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

A multilevel approach for nonnegative matrix factorization

(2011) Nicolas Gillis et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

(2011) Nicolas Gillis et al.   NEURAL COMPUTATION

Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons

(2011) Jingu Kim et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On the nonnegative rank of Euclidean distance matrices

(2010) Matthew M. Lin et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

(2009) Andrzej CICHOCKI et al.   IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT

Using underapproximations for sparse nonnegative matrix factorization

(2009) Nicolas Gillis et al.   PATTERN RECOGNITION

On the Complexity of Nonnegative Matrix Factorization

(2009) Stephen A. Vavasis   SIAM JOURNAL ON OPTIMIZATION

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Position-dependent motif characterization using non-negative matrix factorization

(2008) Lucie N. Hutchins et al.   BIOINFORMATICS

Unsupervised Multiway Data Analysis: A Literature Survey

(2008) E. Acar et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Convex and Semi-Nonnegative Matrix Factorizations

(2008) C.H.Q. Ding et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

(2008) Cédric Févotte et al.   NEURAL COMPUTATION

Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

(2008) Hyunsoo Kim et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Low-Dimensional Polytope Approximation and Its Applications to Nonnegative Matrix Factorization

(2008) Moody T. Chu et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems

(2008) Rafal Zdunek et al.   Computational Intelligence and Neuroscience