Scalable Utility-Aware Multiclass Calibration

Mahmoud Hegazy, Michael I. Jordan, Aymeric Dieuleveut

Ensuring that classifiers are well-calibrated, i.e., their predictions align with observed frequencies, is a minimal and fundamental requirement for classifiers to be viewed as tru…