Counterfactual Fairness with Partially Known Causal Graph

Aoqi Zuo, Susan Wei, Tongliang Liu +3

Fair machine learning aims to avoid treating individuals or sub-populations unfavourably based on \textit{sensitive attributes}, such as gender and race. Those methods in fair mach…