Conformal Robust Set Estimation

Alejandro Cholaquidis, Emilien Joly, Leonardo Moreno

Conformal prediction provides finite-sample, distribution-free coverage under exchangeability, but standard constructions may lack robustness in the presence of outliers or heavy t…