Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes

Machine learning is traditionally studied at the model level: researchers measure and improve the accuracy, robustness, bias, efficiency, and other dimensions of specific models. In practice, the societal impact of machine learning is determined by the surrounding context of machine learning deploym...

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Hauptverfasser:	Toups, Connor, Bommasani, Rishi, Creel, Kathleen A, Bana, Sarah H, Jurafsky, Dan, Liang, Percy
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computers and Society Computer Science - Learning
Online-Zugang:	Volltext bestellen
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