Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation

Batuhan Cengiz, Halil Faruk Karagoz, Tufan Kumbasar

Recent methods in quantile regression have adopted a classification perspective to handle challenges posed by heteroscedastic, multimodal, or skewed data by quantizing outputs into…