Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds

Xuesong Jia, Yuanjie Shi, Ziquan Liu +2

Conformal prediction (CP) is a general framework to quantify the predictive uncertainty of machine learning models that uses a set prediction to include the true label with a valid…