Exploiting locality in high-dimensional factorial hidden Markov models

Lorenzo Rimella, Nick Whiteley

We propose algorithms for approximate filtering and smoothing in high-dimensional Factorial hidden Markov models. The approximation involves discarding, in a principled way, likeli…