Bahram Yaghooti

On Optimal Data Splitting for Split Conformal Prediction

Sayan Das, Bahram Yaghooti, Todd A. Kuffner, Soumendra N. Lahiri

Conformal prediction and its variants, including the split conformal prediction, provide a distribution-free framework for uncertainty quantification by constructing prediction intervals or sets with finite-sample coverage guarantees. The statistical efficiency of these intervals…Read more