Optimizing Generalized Gini Indices for Fairness in Rankings

Author:

Do Virginie1,Usunier Nicolas2

Affiliation:

1. Meta AI Research & Université Paris Dauphine-PSL, Paris, France

2. Meta AI Research, Paris, France

Publisher

ACM

Reference84 articles.

1. Multistakeholder recommendation: Survey and research directions

2. Himan Abdollahpouri , Masoud Mansoury , Robin Burke , and Bamshad Mobasher . 2019. The unfairness of popularity bias in recommendation. arXiv preprint arXiv:1907.13286 ( 2019 ). Himan Abdollahpouri, Masoud Mansoury, Robin Burke, and Bamshad Mobasher. 2019. The unfairness of popularity bias in recommendation. arXiv preprint arXiv:1907.13286 (2019).

3. Ryan Prescott Adams and Richard S Zemel . 2011. Ranking via sinkhorn propagation. arXiv preprint arXiv:1106.1925 ( 2011 ). Ryan Prescott Adams and Richard S Zemel. 2011. Ranking via sinkhorn propagation. arXiv preprint arXiv:1106.1925 (2011).

4. On the measurement of inequality

5. Kinjal Basu , Cyrus DiCiccio , Heloise Logan , and Noureddine El Karoui . 2020. A Framework for Fairness in Two-Sided Marketplaces. arXiv preprint arXiv:2006.12756 ( 2020 ). Kinjal Basu, Cyrus DiCiccio, Heloise Logan, and Noureddine El Karoui. 2020. A Framework for Fairness in Two-Sided Marketplaces. arXiv preprint arXiv:2006.12756 (2020).

Cited by 10 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. Result Diversification in Search and Recommendation: A Survey;IEEE Transactions on Knowledge and Data Engineering;2024-10

2. Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

3. A Taxation Perspective for Fair Re-ranking;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

5. Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions;Lecture Notes in Computer Science;2024

同舟云学术

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