BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks

Whitney Sloneker, Shalin Patel, Michael Wang +2

Graph neural networks (GNNs) are powerful tools for conducting inference on graph data but are often seen as "black boxes" due to difficulty in extracting meaningful subnetworks dr…