Mixing time of the conditional backward sampling particle filter

Joona Karjalainen, Anthony Lee, Sumeetpal S. Singh +1

The conditional backward sampling particle filter (CBPF) is a powerful Markov chain Monte Carlo sampler for general state space hidden Markov model (HMM) smoothing. It was proposed…