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shapley interaction

5 papers

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SI

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shapley value (4) explainable artificial intelligence (3) model interpretability (3) feature attribution (3) feature interaction (2) polynomial arithmetic (1) phonetic interaction (1) game-theoretic interaction (1) fine-grained semantic alignment (1) neural shapley interaction (1)

Papers

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks ICLR 2025 Using Shapley interactions to understand how models use structure ACL 2025 Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024 shapiq: Shapley Interactions for Machine Learning NeurIPS 2024 Fine-Grained Semantically Aligned Vision-Language Pre-Training NeurIPS 2022