A sociotechnical perspective for explicit unfairness mitigation techniques for algorithm fairness

With the increasing use of artificial intelligence (AI) applications in decision making, there are heightened concerns about the fairness of such decisions. Initiatives like Responsible AI, Fair ML, Ethics in AI have provided guidelines for developing AI as an attempt to address these challenges. Th...

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Bibliographic Details
Main Authors: Nimisha Singh, Amita Kapoor, Neha Soni
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:International Journal of Information Management Data Insights
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266709682400048X