Replica Conditional Sequential Monte Carlo

Alex Shestopaloff, Arnaud Doucet

Abstract: We propose a Markov chain Monte Carlo (MCMC) scheme to perform state inference in non-linear non-Gaussian state-space models. Current state-of-the-art methods to address this problem rely on partic...