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AuCoGNN: Enhancing Graph Fairness Learning Under Distribution Shifts With Automated Graph Generation
Abstract: Graph neural networks (GNNs) have shown strong performance on graph-structured data but may inherit bias from training data, leading to discriminatory predictions based on sensitive ...
Paul W. Holland, Samuel Leinhardt, An Exponential Family of Probability Distributions for Directed Graphs, Journal of the American Statistical Association, Vol. 76 ...
Two Metro front pages: on left, election coverage featuring prominent QR code to send readers to the Metro website. Right is a C-shaped Paddy Power advert tying into Euros coverage. Metro put out 30% ...
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