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Qiao-Yun Shi

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Preprint Aug 2026

Sample Complexity of the Second-Best Bilateral Trade

We study the sample complexity of learning near-optimal bilateral trade mechanisms. Unlike previous work on learning simple or fixed-price bilateral-trade mechanisms, we focus on mechanisms satisfying Bayesian incentive compatibility (BIC), interim individual rationality (IIR), and ex-ante weak budget balance (WBB). In...

Qiao-Yun Shi, Shengxin Liu, Zong-Qi Wan · 0 citations

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