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Beyond the Half Approximation: Fair and Efficient Online Class Matching

Threshold-based algorithms achieve constant class envy-freeness and exceed 1/2 utilitarian welfare in online class matching, with near-matching upper bounds characterizing fairness costs.

Sander Borst, Max Springer

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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AI panel: 15 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 4/5