[2212.06495] Inherent Limitations of AI Fairness
[2212.06495] Inherent Limitations of AI Fairness - arXiv
Many technical solutions for measuring and achieving AI fairness have been proposed, yet their approach has been criticized in recent years for ...
Inherent Limitations of AI Fairness - Communications of the ACM
AI fairness should not be considered a panacea: It may have the potential to make society more fair than ever, but it needs critical thought and outside help ...
inherent limitations of ai fairness - arXiv
arXiv:2212.06495v2 [cs.CY] 9 Jun 2023. Page 2. Inherent Limitations of AI Fairness. A PREPRINT about a single axis of discrimination. The ...
(PDF) Inherent Limitations of AI Fairness - ResearchGate
Though many technical solutions for measuring and achieving AI fairness have been proposed, their model of AI fairness has been widely ...
Inherent Limitations of AI Fairness | Semantic Scholar
DOI:10.48550/arXiv.2212.06495 · Corpus ID: 270434301 ...
Inherent Limitations of AI Fairness. - DBLP
Maarten Buyl, Tijl De Bie: Inherent Limitations of AI Fairness. CoRR abs/2212.06495 (2022). manage site settings. To protect your privacy, ...
Inherent Limitations of AI Fairness | February 2024
Limitations of AI Fairness · Lack of ground truth. · Categorization of groups. · Need for sensitive data. · No universal fairness definition. · Blind spots. · Lack of ...
[PDF] Inherent Limitations of AI Fairness | Semantic Scholar
Inherent Limitations of AI Fairness ... AI fairness should not be considered a panacea: It may have the potential to make society more fair than ever, but it ...
Fairness Hacking: The Malicious Practice of Shrouding Unfairness ...
John Wiley & Sons. Book Google Scholar. Buyl, M., & De Bie, T. (2022). Inherent Limitations of AI Fairness. arXiv:2212.06495. Cardon, D ...
Fairness (machine learning) - Wikipedia
... Tijl (2022). "Inherent Limitations of AI Fairness". Communications of the ACM. 67 (2): 48–55. arXiv:2212.06495. doi:10.1145/3624700. hdl:1854/LU ...
Inherent limitations of AI fairness - UGent Biblio - Universiteit Gent
Though many technical solutions for measuring and achieving AI fairness have been proposed, their model of AI fairness has been widely ...
Inherent Limitations of AI Fairness. Maarten Buyl, Tijl De Bie · arXiv:2212.06495v2 »Full PDF ». Accepted for publication at the Communications of the ACM. cs.
Inherent Limitations of AI Fairness | Request PDF - ResearchGate
Though many technical solutions for measuring and achieving AI fairness have been proposed, their model of AI fairness has been widely criticized in recent ...
Articles by De Bie's Profile | Nature, arxiv.org, Frontiers Journalist ...
... ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data ... [2212.06495] Inherent Limitations of AI Fairness · 2 years ago |. By De Bie.
Ethics of artificial intelligence - Wikipedia
... AI, and keep American AI technology competitive in a ... "Inherent Limitations of AI Fairness". Communications of the ACM. 67 (2): 48–55. arXiv:2212.06495.
Inherent Limitations of AI Fairness | CoLab
AI fairness should not be considered a panacea: It may have the potential to make society more fair than ever, but it needs critical thought ...
Towards Fair ML: A Monitoring Approach
Inherent Limitations of AI Fairness. ARXIV: 2212.06495. Card, D. (1994). Statistical process control for software? IEEE. Chen, Z., Zhang, J. M., Hort, M ...
The European approach to regulating AI through technical standards
BuylMaartenDe BieTijlInherent limitations of AI fairnessarXiv1507202410.48550/ARXIV.2212.06495https://arxiv.org/abs/2212.06495; BlindKnutThe impact of ...
Inherent limitations of AI fairness - UGent Biblio - Universiteit Gent
M. Buyl and T. De Bie, “Inherent limitations of AI fairness,” COMMUNICATIONS OF THE ACM, vol. 67, no. 2, pp.
Autor: "DE BIE, TIJL" - Prolib Integro
Inherent Limitations of AI Fairness; Autorzy: Buyl, Maarten · De Bie , Tijl: Pokaż więcej; Temat: Computer Science - Computers and Society; Dostęp URL: http ...