Adaptive Bayesian workflow combining amortized inference with PSIS and MCMC diagnostics.

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Simulation-based calibration checking (SBC) refers to the validation of an inference algorithm and model implementation through testing self-consistency with repeated inference on data simulated from ...

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We propose a general-purpose approach for improving the ability of Large Language Models (LLMs) to intelligently and adaptively gather information from a user or other external source using the framew...