2026
Asymmetric conformal prediction with penalized kernel sum-of-squares
ICML 2026poster
Conformal prediction (CP) is a distribution-free method to construct reliable prediction intervals that has gained significant attention in recent years. Despite its success and various proposed extensions, a significant practical feature which has been overlooked in previous research is the potenti…