Conformal Prediction Intervals with Tail-Specific Guarantees

Simone Cuonzo, Nina Deliu

This paper extends classical conformal frameworks for constructing prediction intervals with global marginal coverage $1-\alpha$ to intervals that provide explicitly calibrated guarante…