Adaptive Conformal Inference by Betting

Aleksandr Podkopaev, Darren Xu, Kuang-Chih Lee

Conformal prediction is a valuable tool for quantifying predictive uncertainty of machine learning models. However, its applicability relies on the assumption of data exchangeabili…