"shap explanations" Papers

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Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference

Álvaro Parafita, Tomas Garriga, Axel Brando et al.

NeurIPS 2025spotlightarXiv:2509.20211

On the Tractability of SHAP Explanations under Markovian Distributions

Reda Marzouk, De la Higuera

ICML 2024poster