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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ivan Qin

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Preprint Sep 2026

Fair Top-k Katz Centrality via Graph Design

Centrality measures are widely used to rank nodes in networked data, but fairness interventions for graph centrality typically target global score mass or modify the centrality operator rather than controlling who appears in the displayed top-k ranking. We study this top-k setting for Katz centrality. Given a target gr...

Ivan Qin, Prudence Wong, Lutz Oettershagen · 0 citations

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