Anders Gjølbye

Minimizing False-Positive Attributions in Explanations of Non-Linear Models

Suppressor variables can influence model predictions without being dependent on the target outcome, and they pose a significant challenge for Explainable AI (XAI) methods. These variables may cause false-positive feature attributions, undermining the utility of explanations. Although effective remed…