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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

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Artem Tsikiridis

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Preprint Sep 2026

Tight Liquid Welfare Guarantees for Auctions with Budgets via LP Duality

We study the efficiency of auctions with budget-constrained bidders and derive tight price of anarchy (PoA) bounds for coarse correlated equilibria (CCE). To this end, we develop a general framework that reduces proving PoA guarantees to finding feasible solutions to the dual of a linear program. The LP is formulated o...

Twan Kroll, Guido Schäfer, Artem Tsikiridis · 0 citations

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