When Does Trimming Help Conformal Prediction? A Retained-Law Diagnostic under Calibration Contamination
arXiv:2605.06204v1 Announce Type: new
Abstract: Trimming suspicious calibration points is a common response to contamination in conformal prediction. Its effect on clean-target coverage, however, is governed by the retained law induced by trimming, no…