Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support

Michael Madaio, Lisa Egede, Hariharan Subramonyam +2

Various tools and practices have been developed to support practitioners in identifying, assessing, and mitigating fairness-related harms caused by AI systems. However, prior resea…