Semi-Supervised Risk Control via Prediction-Powered Inference

Bat-Sheva Einbinder, Liran Ringel, Yaniv Romano

The risk-controlling prediction sets (RCPS) framework is a general tool for transforming the output of any machine learning model to design a predictive rule with rigorous error ra…