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cs.CY2023
The ethical ambiguity of AI data enrichment: Measuring gaps in research ethics norms and practices
Will Hawkins, Brent Mittelstadt
The technical progression of artificial intelligence (AI) research has been built on breakthroughs in fields such as computer science, statistics, and mathematics. However, in the…
cs.AI2023★ 17 cited
The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default
Brent Mittelstadt, Sandra Wachter, Chris Russell
In recent years fairness in machine learning (ML) has emerged as a highly active area of research and development. Most define fairness in simple terms, where fairness means reduci…