Accelerating ABC methods using Gaussian processes

7 January 2014

Papers citing "Accelerating ABC methods using Gaussian processes"

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 126 13 0 03 Jan 2025
Gaussian process modeling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria Marko Jarvenpaa Michael U. Gutmann Aki Vehtari Pekka Marttinen 122 41 0 20 Oct 2016
Expectation-Propagation for Likelihood-Free Inference Simon Barthelmé Nicolas Chopin 73 85 0 29 Jul 2011
Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems Tina Toni David Welch N. Strelkowa Andreas Ipsen M. Stumpf 181 1,542 0 14 Jan 2009