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Collaborating Authors

 Benton County






Equality of Opportunity in Classification: A Causal Approach

Junzhe Zhang, Elias Bareinboim

Neural Information Processing Systems

Despitethis noble goal, it has been acknowledged in the literature that statistical tests based ontheEOareoblivious totheunderlying causal mechanisms thatgenerated the disparity in the first place (Hardt et al. 2016).