In-n-Out: Calibrating Graph Neural Networks for Link Prediction

Erik Nascimento, Diego Mesquita, Samuel Kaski +1

Deep neural networks are notoriously miscalibrated, i.e., their outputs do not reflect the true probability of the event we aim to predict. While networks for tabular or image data…