Targeted stochastic gradient Markov chain Monte Carlo for hidden Markov models with rare latent states

Rihui Ou, Deborshee Sen, Alexander L Young +1

Markov chain Monte Carlo (MCMC) algorithms for hidden Markov models often rely on the forward-backward sampler. This makes them computationally slow as the length of the time serie…