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Algorithmic Fairness

By Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, and Ashesh Rambachan

AEA Papers and Proceedings, May 2018

Concerns that algorithms may discriminate against certain groups have led to numerous efforts to 'blind' the algorithm to race. We argue that this intuitive perspective is misleading and may do harm. Our primary result is exceedingly simple, yet often ove...