Testing the Fairness-Accuracy Improvability of Algorithms

Eric Auerbach, Annie Liang, Kyohei Okumura +1

Many organizations use algorithms that have a disparate impact, i.e., the benefits or harms of the algorithm fall disproportionately on certain social groups. Addressing an algorit…