2026
Robust Bayes-Assisted Conformal Prediction
ICML 2026poster
Bayes--assisted conformal prediction combines the strengths of Bayesian modelling with exact, distribution--free frequentist coverage guarantees. While validity holds even under model misspecification, the size of the prediction sets can degrade significantly when the prior is poorly aligned with th…