Adaptive Cumulative Mass Calibration with Conformal Prediction

Daniil Kazantsev, Eric Moulines, Maxim Panov +2

Reliable probability estimates by classifiers are essential in high-risk applications. In practice, however, predicted probabilities are often miscalibrated, and many existing post…