Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes

Jinwon Sohn, Qifan Song, Guang Lin

As the data-driven decision process becomes dominating for industrial applications, fairness-aware machine learning arouses great attention in various areas. This work proposes fai…