Conformal Robust Set Estimation

Alejandro Cholaquidis, Emilien Joly, Leonardo Moreno

We introduce a robust conformal prediction method based on the half-mass radius $\dP(x):=\inf\{r>0:P(B(x,r))>1/2\}$. Its empirical version is exactly the distance from a point to i…