ASPEST: Bridging the Gap Between Active Learning and Selective Prediction

Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi +3

Selective prediction aims to learn a reliable model that abstains from making predictions when uncertain. These predictions can then be deferred to humans for further evaluation. A…