Bernoulli Prediction Sets provably produce smallest conformal prediction sets with conditional coverage when the model outputs valid credal sets, generalizing APS.
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Optimal Conformal Prediction under Epistemic Uncertainty
Bernoulli Prediction Sets provably produce smallest conformal prediction sets with conditional coverage when the model outputs valid credal sets, generalizing APS.