Algorithm Design: A Fairness-Accuracy Frontier

Annie Liang, Jay Lu, Xiaosheng Mu +1

Algorithm designers increasingly optimize not only for accuracy, but also for the fairness of the algorithm across pre-defined groups. We study the tradeoff between fairness and ac…