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MenuNet: A Strategy-Proof Mechanism for Matching Markets

Strategy-proofness is a fundamental desideratum in mechanism design, ensuring truthful reporting and robust participation. Stability is another central requirement in matching markets, widely adopted in applications such as school choice and labor market clearing. In practice, however, these markets are invariably governed by complex distributional constraints, ranging from diversity quotas and regional balance to global capacity slacks, under which stable matchings often fail to exist. This raises a fundamental question: how to distribute unavoidable instability across agents while preserving strategy-proofness? To address this, we propose \texttt{MenuNet}, a strategy-proof mechanism des...

AuthorsZhaohong Sun, Makoto Yokoo
Primary categorycs.GT
Published4 May 2026
Last updated at source4 May 2026
cs.GTcs.AI
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