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most citedPeople are not coins. Morally distinct types of predictions necessitate different fairness constraints

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cs.LG2018

A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity

Hoda Heidari, Michele Loi, Krishna P. Gummadi +1

We map the recently proposed notions of algorithmic fairness to economic models of Equality of opportunity (EOP)---an extensively studied ideal of fairness in political philosophy.…