A Distributed Fair Machine Learning Framework with Private Demographic Data Protection

Hui Hu, Yijun Liu, Zhen Wang +1

Fair machine learning has become a significant research topic with broad societal impact. However, most fair learning methods require direct access to personal demographic data, wh…