UChicago & UIUC; UIUC; TU Delft
Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li
conformal prediction;adversarial robustness;probabilistic circuits
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits