CoCoNet: Convex Conformal Network for Multi-Dimensional Uncertainty Regions

Alireza Moradi, Thomas Bruys, Pascal Van Hentenryck +1

Conformal prediction (CP) provides distribution-free coverage guarantees under exchangeability, but the efficiency of its prediction regions depends critically on the choice of the…