Department of Statistics and Data Science, University of Pennsylvania; Graduate School of AI and Computer Science & Engineering, POSTECH; Department of Computer & Information Science, University of Pennsylvania
Wenwen Si, Sangdon Park, Insup Lee, Edgar Dobriban, Osbert Bastani
prediction set;label shift;distribution-free uncertainty quantification;probably approximately correct;Clopper-Pearson binomial interval;rejection sampling
PAC Prediction Sets Under Label Shift