Themis-ml: A Fairness-Aware Machine Learning Interface for End-To-End Discrimination Discovery and Mitigation
نویسندگان
چکیده
منابع مشابه
Themis-ml: A Fairness-aware Machine Learning Interface for End-to-end Discrimination Discovery and Mitigation
As more industries integrate machine learning into socially sensitive decision processes like hiring, loan-approval, and parole-granting, we are at risk of perpetuating historical and contemporary socioeconomic disparities. This is a critical problem because on the one hand, organizations who use but do not understand the discriminatory potential of such systems will facilitate the widening of ...
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ژورنال
عنوان ژورنال: Journal of Technology in Human Services
سال: 2018
ISSN: 1522-8835,1522-8991
DOI: 10.1080/15228835.2017.1416512