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simulator-based model

4 papers

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Co-occurring keywords · papers mentioning both

likelihood-free inference (3) approximate bayesian computation (2) discrepancy measure (1) sequential training (1) posterior bootstrap (1) frequentist consistency (1) conditional score estimation (1) stochastic method (1) score-based diffusion model (1) generative model (1)

Papers

Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models ICML 2024 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