Two-step Nonnegative Matrix Factorization Algorithm for the Approximate Realization of Hidden Markov Models

L. Finesso, A. Grassi, P. Spreij

We propose a two-step algorithm for the construction of a Hidden Markov Model (HMM) of assigned size, i.e. cardinality of the state space of the underlying Markov chain, whose $n$-…