Classification with Fairness Constraints-Reference-Cited by-同舟云学术

Classification with Fairness Constraints

Published:2019-01-29 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Conference on Fairness, Accountability, and Transparency
language:
Short-container-title:

Author:

Celis L. Elisa¹,Huang Lingxiao²,Keswani Vijay²,Vishnoi Nisheeth K.¹

Affiliation:

1. Yale University

2. EPFL

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3287560.3287586

Reference63 articles.

1. ACM. 2017. Statement on Algorithmic Transparency and Accountability. https:/www.acm.org/binaries/content/assets/public-policy/2017_usacm_statement_algorithms.pdf. ACM. 2017. Statement on Algorithmic Transparency and Accountability. https:/www.acm.org/binaries/content/assets/public-policy/2017_usacm_statement_algorithms.pdf.

2. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016. https://gir.hub.com/propublica/compas-analysis. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016. https://gir.hub.com/propublica/compas-analysis.

Cited by 133 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. Adaptive boosting with fairness-aware reweighting technique for fair classification;Expert Systems with Applications;2024-09

2. Strategies to improve fairness in artificial intelligence:A systematic literature review;Education for Information;2024-08-27

3. A refined reweighing technique for nondiscriminatory classification;PLOS ONE;2024-08-20

4. Investigating and Mitigating the Performance–Fairness Tradeoff via Protected-Category Sampling;Electronics;2024-07-31

5. MirrorFair: Fixing Fairness Bugs in Machine Learning Software via Counterfactual Predictions;Proceedings of the ACM on Software Engineering;2024-07-12