Conformal Prediction for Deep Classifier via Label Ranking

Jianguo Huang, Huajun Xi, Linjun Zhang +3

Conformal prediction is a statistical framework that generates prediction sets containing ground-truth labels with a desired coverage guarantee. The predicted probabilities produce…