Bielefeld University, CITEC, D-33619, Bielefeld, Germany; Paderborn University, D-33098, Paderborn, Germany; LMU Munich, MCML Munich, D-80539, Munich, Germany
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer
Explainable Artificial Intelligence;Feature Interaction;Shapley Interaction;Shapley Value
SHAP-IQ: Unified Approximation of any-order Shapley Interactions