Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees

Ali Baheri, Marzieh Amiri Shahbazi

We propose a multi-scale extension of conformal prediction, an approach that constructs prediction sets with finite-sample coverage guarantees under minimal statistical assumptions…