Accelerating sequential Monte Carlo with surrogate likelihoods

8 September 2020

Papers citing "Accelerating sequential Monte Carlo with surrogate likelihoods"

4 / 4 papers shown

Title
A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC F. Llorente Luca Martino Jesse Read D. Delgado OffRL 74 13 0 03 Jan 2025
Adaptively switching between a particle marginal Metropolis-Hastings and a particle Gibbs kernel in SMC $^2$ Imke Botha Robert Kohn Leah F. South Christopher C. Drovandi 23 0 0 21 Jul 2023
Population Calibration using Likelihood-Free Bayesian Inference Christopher C. Drovandi Brodie A. J. Lawson A. Jenner A. Browning 17 2 0 04 Feb 2022
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes D. Warne Thomas P. Prescott Ruth Baker Matthew J. Simpson 22 15 0 26 Oct 2021