Interpretable Data-Based Explanations for Fairness Debugging

Romila Pradhan, Jiongli Zhu, Boris Glavic +1

A wide variety of fairness metrics and eXplainable Artificial Intelligence (XAI) approaches have been proposed in the literature to identify bias in machine learning models that ar…