Raman Siarheyeu

Uncertainty Propagation in Node Classification

2022 · 2022 IEEE International Conference on Data Mining (ICDM)

Quantifying predictive uncertainty of neural networks has recently attracted increasing attention. In this work, we focus on measuring uncertainty of graph neural networks (GNNs) for the task of node classification. Most existing GNNs model message …