conftrace_

simulator-based model

3 papers

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Co-occurring keywords

approximate bayesian computation (33) likelihood-free inference (47) discrepancy measure (6) posterior bootstrap (2) frequentist consistency (1) stochastic method (95) generative model (2892) bayesian optimization (624) maximum mean discrepancy (164) kullback-leibler divergence (181)

Papers

Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap AISTATS 2022
Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy AISTATS 2018
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models JMLR 2016