Ordinal Maximin Guarantees for Group Fair Division

被引:0
作者
Manurangsi, Pasin [1 ]
Suksompong, Warut [2 ]
机构
[1] Google Res, Bangkok, Thailand
[2] Natl Univ Singapore, Sch Comp, Singapore, Singapore
来源
PROCEEDINGS OF THE THIRTY-THIRD INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2024 | 2024年
关键词
ENVY-FREENESS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We investigate fairness in the allocation of indivisible items among groups of agents using the notion of maximin share (MMS). While previous work has shown that no nontrivial multiplicative MMS approximation can be guaranteed in this setting for general group sizes, we demonstrate that ordinal relaxations are much more useful. For example, we show that if n agents are distributed equally across g groups, there exists a 1-out-of-k MMS allocation for k = O(g log(n/g)), while if all but a constant number of agents are in the same group, we obtain k = O(log n/ log log n). We also establish the tightness of these bounds and provide non-asymptotic results for the case of two groups.
引用
收藏
页码:2922 / 2930
页数:9
相关论文
共 17 条
  • [1] Envy-free matchings in bipartite graphs and their applications to fair division
    Aigner-Horev, Elad
    Segal-Halevi, Erel
    [J]. INFORMATION SCIENCES, 2022, 587 : 164 - 187
  • [2] ON THE FAIR DIVISION OF A HETEROGENEOUS COMMODITY
    BERLIANT, M
    THOMSON, W
    DUNZ, K
    [J]. JOURNAL OF MATHEMATICAL ECONOMICS, 1992, 21 (03) : 201 - 216
  • [3] The Combinatorial Assignment Problem: Approximate Competitive Equilibrium from Equal Incomes
    Budish, Eric
    [J]. JOURNAL OF POLITICAL ECONOMY, 2011, 119 (06) : 1061 - 1103
  • [4] SCHEDULING TO MAXIMIZE THE MINIMUM PROCESSOR FINISH TIME IN A MULTIPROCESSOR SYSTEM
    DEUERMEYER, BL
    FRIESEN, DK
    LANGSTON, MA
    [J]. SIAM JOURNAL ON ALGEBRAIC AND DISCRETE METHODS, 1982, 3 (02): : 190 - 196
  • [5] Keep your distance: Land division with separation
    Elkind, Edith
    Segal-Halevi, Erel
    Suksompong, Warut
    [J]. COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS, 2023, 113
  • [6] Mind the gap: Cake cutting with separation
    Elkind, Edith
    Segal-Halevi, Erel
    Suksompong, Warut
    [J]. ARTIFICIAL INTELLIGENCE, 2022, 313
  • [7] Asymptotically optimal covering designs
    Gordon, DM
    Patashnik, O
    Kuperberg, G
    Spencer, JH
    [J]. JOURNAL OF COMBINATORIAL THEORY SERIES A, 1996, 75 (02) : 270 - 280
  • [8] Hosseini H, 2022, J ARTIF INTELL RES, V74, P353
  • [9] Almost envy-freeness in group resource allocation
    Kyropoulou, Maria
    Suksompong, Warut
    Voudouris, Alexandros A.
    [J]. THEORETICAL COMPUTER SCIENCE, 2020, 841 : 110 - 123
  • [10] Almost envy-freeness for groups: Improved bounds via discrepancy theory
    Manurangsi, Pasin
    Suksompong, Warut
    [J]. THEORETICAL COMPUTER SCIENCE, 2022, 930 : 179 - 195