Daniel J. Lawson

Valid Conformal Prediction for Dynamic GNNs

2025 · Bristol Research (University of Bristol)

Dynamic graphs provide a flexible data abstraction for modelling many sorts of real-world systems, such as transport, trade, and social networks. Graph neural networks (GNNs) are powerful tools allowing for different kinds of prediction and …