Self-Organized Conformal Prediction: Reducing Regional Coverage Gaps with Unsupervised Group Discovery.

arXiv:2606.29403v3 Announce Type: replace-cross Abstract: Conformal prediction guarantees marginal coverage, but a pooled calibration quantile can hide systematic undercoverage across heterogeneous regions of the feature space. We introduce Self-Organized Conf