Exact inference via quasi-conjugacy in two-parameter Poisson-Dirichlet hidden Markov models

Marco Dalla Pria, Matteo Ruggiero, Dario Spanò

We introduce a nonparametric model for inferring time-evolving, unobserved probability distributions from discrete-time data consisting of unlabelled partitions. The latent process…