Formal Group Fairness and Accuracy in Automated Decision Making
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DOI: 10.3390/math11081771
Abstract: Most research on fairness in Machine Learning assumes the relationship between fairness and accuracy to be a trade-off, with an increase in fairness leading to an unavoidable loss of accuracy. In this study, several approaches… read more here.
Keywords: automated decision; fairness accuracy; group fairness; decision making ... See more keywords