Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization

Jinshi Yu, Guoxu Zhou, Andrzej Cichocki +1

Nonsmooth Nonnegative Matrix Factorization (nsNMF) is capable of producing more localized, less overlapped feature representations than other variants of NMF while keeping satisfac…