In-sample calibration yields conformal calibration guarantees

Sam Allen, Georgios Gavrilopoulos, Alexander Henzi +2

Conformal prediction produces a set of predictions that has out-of-sample calibration guarantees by construction, under the assumption of exchangeability. In this work, we study th…