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interaction index

3 papers

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Co-occurring keywords · papers mentioning both

shapley value (3) feature attribution (2) sampling approximation (1) model attribution (1) explainable machine learning (1) coalition game (1) shapley interaction index (1) approximation algorithm (1) stratified sampling (1) feature importance (1)

Papers

SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification AISTATS 2024 Faith-Shap: The Faithful Shapley Interaction Index JMLR 2023 Joint Shapley values: a measure of joint feature importance ICLR 2022