eCP: Equivariant Conformal Prediction with pre-trained models

Nikolaos Bousias, Lars Lindemann, George Pappas

Conformal prediction, a post-hoc, distribution-free, finite-sample method of uncertainty quantification that offers formal coverage guarantees under the assumption of data exchange…