Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach

Mingyi Zheng, Ying Jin

Selective conformal prediction aims to construct prediction sets with valid coverage for a test unit conditional on it being selected by a data-driven mechanism. While existing met…