Frontiers to the learning of nonparametric hidden Markov models

Kweku Abraham, Elisabeth Gassiat, Zacharie Naulet

Hidden Markov models (HMMs) are flexible tools for clustering dependent data coming from unknown populations, allowing nonparametric modelling of the population densities. Identifi…