Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements

As more researchers have become aware of and passionate about algorithmic fairness, there has been an explosion in papers laying out new metrics, suggesting algorithms to address issues, and calling attention to issues in existing applications of machine learning. This research has greatly expanded...

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Hauptverfasser:	Beutel, Alex, Chen, Jilin, Doshi, Tulsee, Qian, Hai, Woodruff, Allison, Luu, Christine, Kreitmann, Pierre, Bischof, Jonathan, Chi, Ed H
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computers and Society Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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