Double Fairness Policy Learning: Integrating Action Fairness and Outcome Fairness in Decision-making

Zeyu Bian, Lan Wang, Chengchun Shi +1

Fairness is a central pillar of trustworthy machine learning, especially in domains where accuracy- or profit-driven optimization is insufficient. While most fairness research focu…