Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications

Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron

In this paper, we propose a new low-rank matrix factorization model dubbed bounded simplex-structured matrix factorization (BSSMF). Given an input matrix $X$ and a factorization ra…