GNN's Uncertainty Quantification using Self-Distillation

Hirad Daneshvar, Reza Samavi

Graph Neural Networks (GNNs) have shown remarkable performance in the healthcare domain. However, what remained challenging is quantifying the predictive uncertainty of GNNs, which…