Hidden Markov Models and the Bayes Filter in Categorical Probability

Tobias Fritz, Andreas Klingler, Drew McNeely +2

We use Markov categories to generalize the basic theory of Markov chains and hidden Markov models to an abstract setting. This comprises characterizations of hidden Markov models i…