EPICSCORE transforms any conformal score via a Bayesian posterior predictive CDF, preserving marginal coverage and, under a uniform-convergence assumption, yielding asymptotic conditional coverage.
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Epistemic Uncertainty in Conformal Scores: A Unified Approach
EPICSCORE transforms any conformal score via a Bayesian posterior predictive CDF, preserving marginal coverage and, under a uniform-convergence assumption, yielding asymptotic conditional coverage.