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Prior-Free Mechanism with Welfare Guarantees

Published: 13 May 2024 Publication History

Abstract

We consider the problem of designing prior-free revenue-maximizing mechanisms for allocating items to n buyers when the mechanism is additionally provided with an estimate for the optimal welfare (which is guaranteed to be correct to within a multiplicative factor of 1/α). In the digital goods setting (where we can allocate items to an arbitrary subset of the buyers), we demonstrate a mechanism that achieves revenue that is O(log n/α)-competitive with the optimal welfare. In the public goods setting (where we either must allocate the item to all buyers or to no buyers), we demonstrate a mechanism which is O(n log 1/α) competitive. In both settings, we show the dependence on α and n is tight. Finally, we discuss generalizations to broader classes of allocation constraints.

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References

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cover image ACM Conferences
WWW '24: Proceedings of the ACM Web Conference 2024
May 2024
4826 pages
ISBN:9798400701719
DOI:10.1145/3589334
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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New York, NY, United States

Publication History

Published: 13 May 2024

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Author Tags

  1. digital goods
  2. prior-free mechanism design
  3. public goods

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  • Research-article

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WWW '24
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WWW '24: The ACM Web Conference 2024
May 13 - 17, 2024
Singapore, Singapore

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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