Minimax Group Fairness: Algorithms and Experiments
Author:
Affiliation:
1. University of Pennsylvania, Amazon AWS AI, Philadelphia, PA, USA
2. The University of Pennsylvania, Amazon AWS AI, Philadelphia, PA, USA
3. Amazon AWS AI, Sunnyvale, CA, USA
4. University of Pennsylvania & Amazon AWS AI, Philadelphia, PA, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3461702.3462523
Reference32 articles.
1. An Approximation Algorithm for Max-Min Fair Allocation of Indivisible Goods
2. Stephen D. Bay Dennis F. Kibler Michael J. Pazzani and Padhraic Smyth. 2000. The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation. Stephen D. Bay Dennis F. Kibler Michael J. Pazzani and Padhraic Smyth. 2000. The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation.
3. On prediction of individual sequences
Cited by 38 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
2. Rethinking Fair Graph Neural Networks from Re-balancing;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
3. Mitigating Group Bias in Federated Learning for Heterogeneous Devices;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03
4. Diversified Ensembling: An Experiment in Crowdsourced Machine Learning;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03
5. Towards Environmentally Equitable AI via Geographical Load Balancing;The 15th ACM International Conference on Future and Sustainable Energy Systems;2024-05-31
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3