Wenbin Zhang, Albert Bifet, Xiangliang Zhang, Jeremy C. Weiss, Wolfgang Nejdl
TL;DR该研究提出了一种灵活的基于集成学习的算法 FARF，在演化的在线设置中实现公平决策。
Abstract
As artificial intelligence (AI) is used in more applications, the need to consider and mitigate biases from the learned models has followed. Most works in developing fair learning algorithms focus on the offline