Bayesian Conformal Prediction as a Decision Risk Problem

Fanyi Wu, Veronika Lohmanova, Samuel Kaski +1

We propose Bayesian Conformal Prediction (BCP), a framework that combines Bayesian posterior predictive distributions with PAC-style conformal risk control to produce prediction se…