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and Vishnoi 2020; Kleinberg, Mullainathan and Raghavan 2016; MacCarthy 2016).5 Many such approaches intervene on the distribution of errors among groups, attempting to equalize the performance of AI systems between majority and minority groups (MacCarthy 2016). The red cells in Table 1 represent two types of errors that result from ...
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