CP4SBI applies local conformal calibration (regression-tree and conditional-CDF variants) to credible sets from simulation-based inference, yielding finite-sample local and asymptotic conditional coverage for any posterior approximator.
Bayesian score calibration for approximate models
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CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
CP4SBI applies local conformal calibration (regression-tree and conditional-CDF variants) to credible sets from simulation-based inference, yielding finite-sample local and asymptotic conditional coverage for any posterior approximator.