Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making

Jakob Schoeffer, Maria De-Arteaga, Niklas Kuehl

In this work, we study the effects of feature-based explanations on distributive fairness of AI-assisted decisions, specifically focusing on the task of predicting occupations from…