Evidential Uncertainty Probes for Graph Neural Networks

Linlin Yu, Kangshuo Li, Pritom Kumar Saha +2

Accurate quantification of both aleatoric and epistemic uncertainties is essential when deploying Graph Neural Networks (GNNs) in high-stakes applications such as drug discovery an…