Fast Shapley Value Estimation: A Unified Approach

Shapley values have emerged as a widely accepted and trustworthy tool, grounded in theoretical axioms, for addressing challenges posed by black-box models like deep neural networks. However, computing Shapley values encounters exponential complexity as the number of features increases. Various appro...

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Hauptverfasser: Zhang, Borui, Tian, Baotong, Zheng, Wenzhao, Zhou, Jie, Lu, Jiwen
Format: Artikel
Sprache:eng
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