The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice

Author:

Bell Andrew1ORCID,Bynum Lucius1ORCID,Drushchak Nazarii2ORCID,Zakharchenko Tetiana2ORCID,Rosenblatt Lucas1ORCID,Stoyanovich Julia1ORCID

Affiliation:

1. New York University, USA

2. Ukrainian Catholic University, Ukraine

Publisher

ACM

Reference67 articles.

1. Everaldo Aguiar , Himabindu Lakkaraju , Nasir Bhanpuri , David Miller , Ben Yuhas , and Kecia L Addison . 2015 . Who, when, and why: A machine learning approach to prioritizing students at risk of not graduating high school on time . In Proceedings of the Fifth International Conference on Learning Analytics And Knowledge. 93–102 . Everaldo Aguiar, Himabindu Lakkaraju, Nasir Bhanpuri, David Miller, Ben Yuhas, and Kecia L Addison. 2015. Who, when, and why: A machine learning approach to prioritizing students at risk of not graduating high school on time. In Proceedings of the Fifth International Conference on Learning Analytics And Knowledge. 93–102.

2. Tiago Andrade , Fabricio Oliveira , Silvio Hamacher , and Andrew Eberhard . 2019. Enhancing the normalized multi-parametric disaggregation technique for mixed-integer quadratic programming.J. of Global Optimization, 73(4) ( 2019 ), 701–722. https://doi.org/10.1007/s10898-018-0728-9 10.1007/s10898-018-0728-9 Tiago Andrade, Fabricio Oliveira, Silvio Hamacher, and Andrew Eberhard. 2019. Enhancing the normalized multi-parametric disaggregation technique for mixed-integer quadratic programming.J. of Global Optimization, 73(4) (2019), 701–722. https://doi.org/10.1007/s10898-018-0728-9

3. Falaah Arif Khan , Eleni Manis , and Julia Stoyanovich . 2022. Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines . In Equity and Access in Algorithms, Mechanisms, and Optimization (Arlington, VA, USA) (EAAMO ’22) . Association for Computing Machinery , New York, NY, USA , Article 18, 10 pages. https://doi.org/10.1145/3551624.3555303 10.1145/3551624.3555303 Falaah Arif Khan, Eleni Manis, and Julia Stoyanovich. 2022. Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines. In Equity and Access in Algorithms, Mechanisms, and Optimization (Arlington, VA, USA) (EAAMO ’22). Association for Computing Machinery, New York, NY, USA, Article 18, 10 pages. https://doi.org/10.1145/3551624.3555303

4. Robert Bartlett , Adair Morse , Richard Stanton , and Nancy Wallace . 2021. Consumer-lending discrimination in the FinTech Era. Journal of Financial Economics ( 2021 ). https://doi.org/10.1016/j.jfineco.2021.05.047 10.1016/j.jfineco.2021.05.047 Robert Bartlett, Adair Morse, Richard Stanton, and Nancy Wallace. 2021. Consumer-lending discrimination in the FinTech Era. Journal of Financial Economics (2021). https://doi.org/10.1016/j.jfineco.2021.05.047

5. Andrew Bell , Alexander Rich , Melisande Teng , Tin Orešković , Nuno B Bras , Lénia Mestrinho , Srdan Golubovic , Ivan Pristas , and Leid Zejnilovic . 2019 . Proactive advising: a machine learning driven approach to vaccine hesitancy . In 2019 IEEE International Conference on Healthcare Informatics (ICHI). IEEE, 1–6. Andrew Bell, Alexander Rich, Melisande Teng, Tin Orešković, Nuno B Bras, Lénia Mestrinho, Srdan Golubovic, Ivan Pristas, and Leid Zejnilovic. 2019. Proactive advising: a machine learning driven approach to vaccine hesitancy. In 2019 IEEE International Conference on Healthcare Informatics (ICHI). IEEE, 1–6.

Cited by 1 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

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