Generalized Bayesian Filtering via Sequential Monte Carlo

Ayman Boustati, Ömer Deniz Akyildiz, Theodoros Damoulas +1

We introduce a framework for inference in general state-space hidden Markov models (HMMs) under likelihood misspecification. In particular, we leverage the loss-theoretic perspecti…