PAC Prediction Sets for Meta-Learning

Sangdon Park, Edgar Dobriban, Insup Lee +1

Uncertainty quantification is a key component of machine learning models targeted at safety-critical systems such as in healthcare or autonomous vehicles. We study this problem in…