Algorithms for Nonnegative Matrix Factorization with the β-Divergence

Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

(2010) Andrzej Cichocki et al.   Entropy

Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization

(2010) R Badeau et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation

(2009) E. Vincent et al.   IEEE Transactions on Audio Speech and Language Processing

Ensemble non-negative matrix factorization methods for clustering protein–protein interactions

(2008) Derek Greene et al.   BIOINFORMATICS

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

Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint

(2008) Paul D. O’Grady et al.   NEUROCOMPUTING

Non-negative matrix factorization with α-divergence

(2008) Andrzej Cichocki et al.   PATTERN RECOGNITION LETTERS

Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem

(2007) Dongmin Kim et al.   Statistical Analysis and Data Mining