71 citations · 122 across the 8 of their papers we have counts for
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stat.AP2022★ 12 cited
Racial Disparities in the Enforcement of Marijuana Violations in the US
Bradley Butcher, Chris Robinson, Miri Zilka +3
Racial disparities in US drug arrest rates have been observed for decades, but their causes and policy implications are still contested. Some have argued that the disparities large…
cs.LG2022★ 3 cited
Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness
Carolyn Ashurst, Ryan Carey, Silvia Chiappa +1
In addition to reproducing discriminatory relationships in the training data, machine learning systems can also introduce or amplify discriminatory effects. We refer to this as int…