math.ST, stat.ML, stat.TH

Conformal Robust Set Estimation

arXiv:2604.18441v1 Announce Type: cross
Abstract: Conformal prediction provides finite-sample, distribution-free coverage under exchangeability, but standard constructions may lack robustness in the presence of outliers or heavy tails. We propose a ro…