Fairness Without Demographic Data: A Survey of Approaches

Author:

Ashurst Carolyn1ORCID,Weller Adrian2ORCID

Affiliation:

1. The Alan Turing Institute, United Kingdom

2. The Alan Turing Institute, United Kingdom and University of Cambridge, United Kingdom

Funder

EPSRC

Leverhulme Trust

Publisher

ACM

Reference151 articles.

1. Ada Lovelace Institute. 2021. Participatory Data Stewardship. https://www.adalovelaceinstitute.org/project/participatory-data-governance/ Ada Lovelace Institute. 2021. Participatory Data Stewardship. https://www.adalovelaceinstitute.org/project/participatory-data-governance/

2. Ashley Akbari , Fatemeh Torabi , Stuart Bedston , Emily Lowthian , Hoda Abbasizanjani , Richard Fry , Jane Lyons , Rhiannon  K Owen , Kamlesh Khunti , and Ronan  A Lyons . 2022. Developing a Research Ready Population-Scale Linked Data Ethnicity-Spine in Wales. medRxiv ( 2022 ), 2022–11. Ashley Akbari, Fatemeh Torabi, Stuart Bedston, Emily Lowthian, Hoda Abbasizanjani, Richard Fry, Jane Lyons, Rhiannon K Owen, Kamlesh Khunti, and Ronan A Lyons. 2022. Developing a Research Ready Population-Scale Linked Data Ethnicity-Spine in Wales. medRxiv (2022), 2022–11.

3. Predicting customer’s gender and age depending on mobile phone data

4. Daniel Alabi . 2019. The Cost Of a Reductions Approach To Private Fair Optimization. arXiv preprint arXiv:1906.09613 ( 2019 ). Daniel Alabi. 2019. The Cost Of a Reductions Approach To Private Fair Optimization. arXiv preprint arXiv:1906.09613 (2019).

5. AnnaMaria Andriotis and Rachel L. Ensign. 2015. U.S. Government Uses Race Test for $80 Million in Payments. https://www.wsj.com/articles/u-s-uses-race-test-to-decide-who-to-pay-in-ally-auto-loan-pact-1446111002 AnnaMaria Andriotis and Rachel L. Ensign. 2015. U.S. Government Uses Race Test for $80 Million in Payments. https://www.wsj.com/articles/u-s-uses-race-test-to-decide-who-to-pay-in-ally-auto-loan-pact-1446111002

Cited by 2 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. Improving Group Fairness Assessments with Proxies;ACM Journal on Responsible Computing;2024-07-24

2. Policy advice and best practices on bias and fairness in AI;Ethics and Information Technology;2024-04-29

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