AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift

Renukanandan Tumu, Aditya Singh, Rahul Mangharam

Rigorous uncertainty quantification is essential for the safe deployment of autonomous systems in unconstrained environments. Conformal Prediction (CP) provides a distribution-free…