Conformal Prediction via Regression-as-Classification

Etash Guha, Shlok Natarajan, Thomas Möllenhoff +2

Conformal prediction (CP) for regression can be challenging, especially when the output distribution is heteroscedastic, multimodal, or skewed. Some of the issues can be addressed…