Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration

Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja +2

Conformal prediction (CP) is an emerging uncertainty quantification framework that allows us to construct a prediction set to cover the true label with a pre-specified marginal or…