Improvements on Uncertainty Quantification for Node Classification via Distance-Based Regularization

Russell Alan Hart, Linlin Yu, Yifei Lou +1

Deep neural networks have achieved significant success in the last decades, but they are not well-calibrated and often produce unreliable predictions. A large number of literature…