PATH: Next-Interval Prediction via Autoregressive Tree Hierarchy on Tabular Data

Pengxiang Cai, Wanchen Lian, Chenyang Liu +4

Interval prediction aims to achieve a target coverage level while producing intervals that are as short as possible. Many conformal regression pipelines first predict an uncertaint…