Upper Bound of Bayesian Generalization Error in Non-negative Matrix Factorization

Naoki Hayashi, Sumio Watanabe

Non-negative matrix factorization (NMF) is a new knowledge discovery method that is used for text mining, signal processing, bioinformatics, and consumer analysis. However, its bas…