Testing Fairness with Utility Tradeoffs: A Wasserstein Projection Approach

Yan Chen, Zheng Tan, Jose Blanchet +1

Ensuring fairness in data driven decision making has become a central concern across domains such as marketing, lending, and healthcare, but fairness constraints often come at the…