Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability

Gokcan Tatli, Alper T. Erdogan

We introduce Polytopic Matrix Factorization (PMF) as a novel data decomposition approach. In this new framework, we model input data as unknown linear transformations of some laten…