Klaus Broelemann

Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

In recent years, game-theoretic Shapley values have gained increasing attention with respect to local model explanation by feature attributions. While the approach using Shapley values is model-independent, their (exact) computation is usually intractable, so efficient …