Generalized Hierarchical Conformal Prediction

Soham Mallick, Eric Tchetgen Tchetgen, Edgar Dobriban +1

Many prediction problems arise with data collected in groups. In this setting, hierarchical conformal prediction (HCP) (Lee et al., 2026) provides distribution-free prediction sets…