FairReweighing: Density Estimation-Based Reweighing Framework for Improving Separation in Fair Regression

Xiaoyin Xi, Zhe Yu

There has been a prevalence of applying AI software in both high-stakes public-sector and industrial contexts. However, the lack of transparency has raised concerns about whether t…