Split Conformal Prediction in the Function Space with Neural Operators

David Millard, Lars Lindemann, Ali Baheri

Uncertainty quantification for neural operators remains an open problem in the infinite-dimensional setting due to the lack of finite-sample coverage guarantees over functional out…