Geometry-Aware Uncertainty Quantification via Conformal Prediction on Manifolds

arXiv:2602.16015v1 Announce Type: new Abstract: Conformal prediction provides distribution-free coverage guaranties for regression; yet existing methods assume Euclidean output spaces and produce prediction regions that …