Extreme Conformal Prediction: Reliable Intervals for High-Impact Events

Olivier C. Pasche, Henry Lam, Sebastian Engelke

Conformal prediction is a popular method to construct prediction intervals with marginal coverage guarantees from black-box machine learning models. In applications with potentiall…