Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics

Alexey Miroshnikov, Konstandinos Kotsiopoulos, Ryan Franks +1

This article is a companion paper to our earlier work Miroshnikov et al. (2021) on fairness interpretability, which introduces bias explanations. In the current work, we propose a…