Conformal Prediction: A Data Perspective

Xiaofan Zhou, Baiting Chen, Yu Gui +1

Conformal prediction (CP), a distribution-free uncertainty quantification (UQ) framework, reliably provides valid predictive inference for black-box models. CP constructs predictio…