Conformalized Large-Scale Selective Inference with Informative and Trustworthy Prediction Sets

Wangcheng Li, Guanlan Zhao, Xu Guo +1

In large-scale prediction problems, exhaustively following up on all test units is often impractical and inefficient, motivating a selective reporting strategy that fulfills the du…