Memory (and Time) Efficient Sequential Monte Carlo

Seong-Hwan Jun, Alexandre Bouchard-Côté

Abstract: Memory efficiency is an important issue in Sequential Monte Carlo (SMC) algorithms, arising for example in inference of high-dimensional latent variables via Rao-Blackwellized SMC algorithms, where...