Probabilistically robust conformal prediction

Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja +3

Conformal prediction (CP) is a framework to quantify uncertainty of machine learning classifiers including deep neural networks. Given a testing example and a trained classifier, C…