"decision trees" Papers

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Empowering Decision Trees via Shape Function Branching

Nakul Upadhya, Eldan Cohen

NEURIPS 2025arXiv:2510.19040

Local vs. Global Interpretability: A Computational Complexity Perspective

Shahaf Bassan, Guy Amir, Guy Katz

ICML 2024spotlightarXiv:2406.02981
20
citations

On the Tractability of SHAP Explanations under Markovian Distributions

Reda Marzouk, De la Higuera

ICML 2024arXiv:2405.02936
10
citations