Moment-Calibrated Conformal Prediction with Side Information

Guanghui Wang, Liuhua Peng, Liu Liu +1

For a fixed conformal score function, standard split conformal prediction calibrates a prediction set using the empirical distribution of the conformal scores, without using availa…