FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing

Donald Loveland, Jiayi Pan, Aaresh Farrokh Bhathena +1

Graph Neural Networks (GNNs) have proven to excel in predictive modeling tasks where the underlying data is a graph. However, as GNNs are extensively used in human-centered applica…