On Optimal Data Splitting for Split Conformal Prediction

Sayan Das, Bahram Yaghooti, Todd A. Kuffner +1

Conformal prediction and its variants, including the split conformal prediction, provide a distribution-free framework for uncertainty quantification by constructing prediction int…