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Differentially private fair division

delete2025-06-13
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OA
AI
P
Pasin Manurangsi
W
Warut Suksompong *
DOI：10.1016/j.artint.2025.104385delete
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摘要

摘要

En 中文
公平性和隐私性是在资源分配等社会决策过程中需要关注的两个重要方面。我们通过运用成熟的差分隐私框架来研究公平分割中的隐私问题，考察了不可分资源的公平分配。我们提出了在以下情况下实现近似无妒忌和比例性的算法：当将两个实例视为相邻实例时，前提是它们仅在单个主体对单个物品的效用评估上存在差异。另一方面，当“相邻”概念允许单个主体的整个效用函数发生变化时，我们为这两种公平性标准提供了强烈的否定性结果。
Keyword:
privacy
fair division
envy-freeness
proportionality
differential privacy
AI总结

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Artificial Intelligence Review 封面图
Artificial Intelligence Review
IF:
13.9
论文数:
6.1K
被引数:
1.9W

机构

G
google research
学者数:
210
论文数: 34
被引数: 0
N
National University of Singapore
学者数:
7.6W
论文数: 6.5W
被引数: 11.4W
引用论文

引用论文

Constraints in fair division
errACM SIGecom Exchanges
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err2021-12-06
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errWarut Suksompong
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Private and Continual Release of Statistics
errACM Transactions on Information and System Security
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err2011-11-01
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errT.-H. Hubert Chan; Elaine Shi; Dawn Song
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Fair Division in the Internet Age互联网时代的公平分工
errANNUAL REVIEW OF ECONOMICS, VOL 11, 2019
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err2019-08-02
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errMoulin, Herve
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Almost envy-freeness for groups: Improved bounds via discrepancy theory群体几乎无嫉妒分配：通过差异理论改进的界限
errTheoretical Computer Science
IF0
err2022-09-01
err0
PREAI
errManurangsi,Pasin; Suksompong,Warut
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EFX Exists for Three AgentsEFX 对三个主体都成立
errJournal of the ACM
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err2024-02-29
err0
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errChaudhury,Bhaskar Ray; Garg,Jugal; Mehlhorn,Kurt
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Private Matchings and Allocations
errSIAM Journal on Computing
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err2016-01-01
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errJustin Hsu; Zhiyi Huang; Aaron Roth; Tim Roughgarden; Zhiwei Steven Wu
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How to Cut A Cake Fairly
errThe American Mathematical Monthly
IF0
err1961-01-01
err0
PREAI
errL. E. Dubins; E. H. Spanier
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Fair division of indivisible goods: Recent progress and open questions
errartificial intelligence review
IF4.6
err2023-09-01
err37
errOAAI
errAmanatidis, Georgios; Aziz, Haris; Birmpas, Georgios; Filos-Ratsikas, Aris; Li, Bo; Moulin, Herve; Voudouris, Alexandros A.; Wu, Xiaowei
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errCOMMUNICATIONS OF THE ACM
IF12.2
err2010-09-01
err174
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errMcSherry, Frank
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A note on cake cutting
errDiscrete Applied Mathematics
IF0
err1984-03-01
err0
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errS. Even; A. Paz
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