Online conformal inference with retrospective adjustment for faster adaptation to distribution shift

Jungbin Jun, Ilsang Ohn

Conformal prediction has emerged as a powerful framework for constructing distribution-free prediction sets with guaranteed coverage assuming only the exchangeability assumption. H…