Factorized Asymptotic Bayesian Hidden Markov Models

Ryohei Fujimaki, Kohei Hayashi

This paper addresses the issue of model selection for hidden Markov models (HMMs). We generalize factorized asymptotic Bayesian inference (FAB), which has been recently developed f…