Dept. of Computer & Info. Science, PRECISE Center, University of Pennsylvania; Dept. of Statistics & Data Science, The Wharton School, University of Pennsylvania
Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani
probably approximately correct;prediction set;covariate shift;importance weight;calibration;Clopper-Pearson binomial interval;rejection sampling
PAC Prediction Sets Under Covariate Shift