PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction

Apoorva Sharma, Sushant Veer, Asher Hancock +3

Inductive Conformal Prediction (ICP) provides a practical and effective approach for equipping deep learning models with uncertainty estimates in the form of set-valued predictions…