Automatic Backward Filtering Forward Guiding for Markov processes and graphical models

Frank van der Meulen, Moritz Schauer

We incorporate discrete and continuous time Markov processes as building blocks into probabilistic graphical models with latent and observed variables. We introduce the automatic B…