Do the ends justify the means?: variation in the distributive and procedural fairness of machine learning algorithms

Recent advances in machine learning methods have created opportunities to eliminate unfairness from algorithmic decision making. Multiple computational techniques (i.e., algorithmic fairness criteria) have arisen out of this work. Yet, urgent questions remain about the perceived fairness of these cr...

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Bibliographic Details
Authors: Morse, Lily (Author) ; Teodorescu, Mike Horia M. (Author) ; Awwad, Yazeed (Author) ; Kane, Gerald C. ca. 20. Jh. (Author)
Format: Electronic Article
Language:English
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Published: Springer Science + Business Media B. V 2022
In: Journal of business ethics
Year: 2022, Volume: 181, Issue: 4, Pages: 1083-1095
Further subjects:B Distributive fairness
B Procedural Fairness
B Fair play
B Aufsatz in Zeitschrift
B Algorithm design
B machine learning
Online Access: Presumably Free Access
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