Label Noise Robustness of Conformal Prediction

Bat-Sheva Einbinder, Shai Feldman, Stephen Bates +3

We study the robustness of conformal prediction, a powerful tool for uncertainty quantification, to label noise. Our analysis tackles both regression and classification problems, c…