Discretized conformal prediction for efficient distribution-free inference

Wenyu Chen, Kelli-Jean Chun, Rina Foygel Barber

In regression problems where there is no known true underlying model, conformal prediction methods enable prediction intervals to be constructed without any assumptions on the dist…