8 citations · 8 across the 2 of their papers we have counts for
2 papers
econ.EM2024
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…
econ.TH2021★ 8 cited
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…