Robust Approximate Bayesian Inference with Synthetic Likelihood

9 April 2019

Papers citing "Robust Approximate Bayesian Inference with Synthetic Likelihood"

15 / 15 papers shown

Title
Bayesian Synthetic Likelihood David T. Frazier Christopher C. Drovandi David J. Nott 150 220 0 09 May 2023
Robust Approximate Bayesian Computation: An Adjustment Approach David T. Frazier Christopher C. Drovandi Rubén Loaiza-Maya 25 13 0 07 Aug 2020
The frontier of simulation-based inference Kyle Cranmer Johann Brehmer Gilles Louppe AI4CE 148 846 0 04 Nov 2019
Bayesian inference using synthetic likelihood: asymptotics and adjustments David T. Frazier David J. Nott Christopher C. Drovandi Robert Kohn 45 41 0 13 Feb 2019
Robust Bayesian Synthetic Likelihood via a Semi-Parametric Approach Ziwen An David J. Nott Christopher C. Drovandi 48 51 0 16 Sep 2018
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows George Papamakarios D. Sterratt Iain Murray BDL 420 366 0 18 May 2018
Model Misspecification in ABC: Consequences and Diagnostics David T. Frazier Christian P. Robert Judith Rousseau 48 27 0 07 Aug 2017
Asymptotics of ABC Paul Fearnhead 61 5 0 23 Jun 2017
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models Michael U. Gutmann J. Corander 132 286 0 14 Jan 2015
A General Framework for Updating Belief Distributions Pier Giovanni Bissiri Chris Holmes S. Walker 178 476 0 27 Jun 2013
Bayesian shrinkage A. Bhattacharya D. Pati Natesh S. Pillai David B. Dunson 91 44 0 25 Dec 2012
Relevant statistics for Bayesian model choice Jean-Michel Marin N. Pillai Christian P. Robert Judith Rousseau 56 144 0 21 Oct 2011
Approximate Bayesian Computational methods Jean-Michel Marin Pierre Pudlo Christian P. Robert Robin J. Ryder 192 862 0 05 Jan 2011
Approximate Bayesian Computation: a nonparametric perspective M. Blum 162 240 0 03 Apr 2009
The pseudo-marginal approach for efficient Monte Carlo computations Christophe Andrieu Gareth O. Roberts 156 894 0 31 Mar 2009