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

1 code implementation • 10 Jan 2022 • Donald Loveland, Jiayi Pan, Aaresh Farrokh Bhathena, Yiyang Lu

While edge deletion is a common method used to promote fairness in GNNs, it fails to consider when data is inherently missing fair connections.

Fairness Graph Representation Learning