Expectation-Propagation for Likelihood-Free Inference

29 July 2011

Papers citing "Expectation-Propagation for Likelihood-Free Inference"

15 / 15 papers shown

Title
An efficient likelihood-free Bayesian inference method based on sequential neural posterior estimation Yifei Xiong Xiliang Yang Sanguo Zhang Zhijian He 116 2 0 17 Jan 2025
Bayesian Nonlinear Models for Repeated Measurement Data: An Overview, Implementation, and Applications Se Yoon Lee 21 18 0 28 Jan 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 39 26 0 20 Dec 2021
Likelihood-Free Inference in State-Space Models with Unknown Dynamics Alexander Aushev Thong Tran Henri Pesonen Andrew Howes Samuel Kaski 28 1 0 02 Nov 2021
Likelihood-free approximate Gibbs sampling G. S. Rodrigues David J. Nott Scott A. Sisson 30 24 0 11 Jun 2019
An automatic adaptive method to combine summary statistics in approximate Bayesian computation Jonathan U. Harrison R. Baker 40 17 0 07 Mar 2017
Using Approximate Bayesian Computation by Subset Simulation for Efficient Posterior Assessment of Dynamic State-Space Model Classes M. Vakilzadeh J. Beck T. Abrahamsson 19 14 0 04 Aug 2016
Asymptotically exact inference in differentiable generative models Matthew M. Graham Amos J. Storkey BDL 21 33 0 25 May 2016
Fast $ε$ -free Inference of Simulation Models with Bayesian Conditional Density Estimation George Papamakarios Iain Murray TPM 32 158 0 20 May 2016
Stochastic Expectation Propagation Yingzhen Li Jose Miguel Hernandez-Lobato Richard Turner 21 114 0 12 Jun 2015
Likelihood-free Model Choice Jean-Michel Marin Pierre Pudlo A. Estoup Christian P. Robert 32 28 0 26 Mar 2015
Some comments about A. Ronald Gallant's "Reflections on the Probability Space Induced by Moment Conditions with Implications for Bayesian Inference" Christian P. Robert 30 1 0 05 Feb 2015
Approximate Bayesian Computation with composite score functions E. Ruli Nicola Sartori L. Ventura 34 35 0 28 Nov 2013
Bayesian computation via empirical likelihood Kerrie Mengersen Pierre Pudlo Christian P. Robert 24 83 0 25 May 2012
On optimality of kernels for approximate Bayesian computation using sequential Monte Carlo Sarah Filippi Chris P. Barnes Julien Cornebise M. Stumpf 68 128 0 30 Jun 2011