most citedHidden Markov Models and the Bayes Filter in Categorical Probability

2 citations · 2 across the 1 of their papers we have counts for

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math.ST2024★ 2 cited

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…