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Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks An Extended Investigation

M Schmitt, PC Bürkner, U Köthe, ST Radev - arXiv preprint arXiv …, 2024 - arxiv.org
Computer Science paper cs.LG Suggest

… enable efficient amortized Bayesian inference in settings where the likelihood function is only implicitly defined by a simulation program (simulation-based inference; SBI). …

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