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FOCS2024顶会

Communication Separations for Truthful Auctions: Breaking the Two-Player Barrier

Shiri Ron, Clayton Thomas, S. Matthew Weinberg, Qianfan Zhang

2024年份
2被引次数
1顶会引用

摘要

We study the communication complexity of truthful combinatorial auctions, and in particular the case where valuations are either subadditive or single-minded, which we denote with SubAddUSingleM. We show that for three bidders with valuations in SubAddUSingleM, any deterministic truthful mechanism that achieves at least a 0.366-approximation requiresexp⁡(m)\exp(m)communication. In contrast, a natural extension of [Fei09] yields a non-truthfulpoly(m)−communication\text{poly}(m)-\mathbf{communication}protocol that achieves a12−approximation\frac{1}{2}-\mathbf{approximation}, demonstrating a gap between the power of truthful mechanisms and non-truthful protocols for this problem. Our approach follows the taxation complexity framework laid out in [Dob16b], but applies this framework in a setting not encompassed by the techniques used in past work. In particular, the only successful prior application of this framework uses a reduction to simultaneous protocols which only applies for two bidders [AKSW20], whereas our three-player lower bounds are stronger than what can possibly arise from a two-player construction (since a trivial truthful auction guarantees a12−approximation\frac{1}{2}- \mathbf{approximation}for two players).

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