Misspecification-robust likelihood-free inference in high dimensions

17 February 2025

Papers citing "Misspecification-robust likelihood-free inference in high dimensions"

5 / 5 papers shown

Title
Preconditioned Neural Posterior Estimation for Likelihood-free Inference Xiaoyu Wang Ryan P. Kelly D. Warne Christopher C. Drovandi 24 4 0 21 Apr 2024
Simulation-based inference of Bayesian hierarchical models while checking for model misspecification F. Leclercq 18 6 0 22 Sep 2022
Improving the Accuracy of Marginal Approximations in Likelihood-Free Inference via Localisation Christopher C. Drovandi David J. Nott David T. Frazier 53 5 0 14 Jul 2022
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap Charita Dellaporta Jeremias Knoblauch Theodoros Damoulas F. Briol 18 42 0 09 Feb 2022
Generalised Bayes Updates with $f$ -divergences through Probabilistic Classifiers Owen Thomas Henri Pesonen J. Corander FedML 19 2 0 08 Jul 2020