Dept. of Computer & Info. Science, PRECISE Center, University of Pennsylvania; School of Cybersecurity and Privacy, Georgia Institute of Technology; Dept. of Statistics & Data Science, The Wharton School, University of Pennsylvania
Sangdon Park, Edgar Dobriban, Insup Lee, Osbert Bastani
uncertainty quantification;prediction sets;probably approximately correct;conformal prediction;meta learning;few-shot learning
PAC Prediction Sets for Meta-Learning