A Category-Theoretic Analysis of Conformal Prediction
arXiv:2507.04441v4 Announce Type: replace-cross
Abstract: Conformal prediction (CP) produces prediction regions with finite-sample, distribution free coverage guarantees, but its interpretation as a quantitative uncertainty tool is often left implicit…