A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler

Alessandro Varsi, Lykourgos Kekempanos, Jeyarajan Thiyagalingam +1

Markov Chain Monte Carlo (MCMC) is a well-established family of algorithms which are primarily used in Bayesian statistics to sample from a target distribution when direct sampling…