Multivariate Standardized Residuals for Conformal Prediction

arXiv:2507.20941v4 Announce Type: replace-cross Abstract: While split conformal prediction guarantees marginal coverage, approaching the stronger property of conditional coverage is essential for reliable uncertainty quantification. Naive conformal scores, however, suffer from poor conditional...