Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?

Pedro C. Vieira, Pedro Ribeiro, Viacheslav Borovitskiy

While deep ensembles are widely considered to be the default method for uncertainty quantification in deep learning, their effectiveness for graph-structured data is often simply a…