cs.AI, cs.LG, stat.ME, stat.ML, stat.OT

Multivariate Standardized Residuals for Conformal Prediction

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