Towards counterfactual fairness through auxiliary variables

Bowei Tian, Ziyao Wang, Shwai He +5

The challenge of balancing fairness and predictive accuracy in machine learning models, especially when sensitive attributes such as race, gender, or age are considered, has motiva…