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Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
R Gao, M Deistler, JH Macke - arXiv preprint arXiv:2305.15208, 2023 - arxiv.org
… Contrary to ‘standard’ simulation-based inference (SBI), our method does not target the Bayesian posterior, but replaces the likelihood function with a cost function. For real…
Link to paper
… Contrary to ‘standard’ simulation-based inference (SBI), our method does not target the Bayesian posterior, but replaces the likelihood function with a cost function. For real…