Rethinking Epistemic Uncertainty in Node Classification through Information Growth

Emma Meneghini, Francesco Ferrini, Bruno Lepri +2

Epistemic uncertainty should decrease as additional information about the data-generating process (DGP) becomes available to the predictor. Yet, existing graph evidential deep lear…