Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees

Artjom Zern, Klaus Broelemann, Gjergji Kasneci. Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees. In Brian Williams 0001, Yiling Chen 0001, Jennifer Neville, editors, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023. pages 11164-11173, AAAI Press, 2023. [doi]

Abstract

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