Factorized Asymptotic Bayesian Inference for Factorial Hidden Markov Models

Shaohua Li, Ryohei Fujimaki, Chunyan Miao

Factorial hidden Markov models (FHMMs) are powerful tools of modeling sequential data. Learning FHMMs yields a challenging simultaneous model selection issue, i.e., selecting the n…