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Manifold-based Shapley explanations for high dimensional correlated features

Xuran Hu, Mingzhe Zhu, Zhenpeng Feng, Ljubiša Stanković

2024Neural Networks32 citationsDOI

Topics & Concepts

Shapley valueComputer scienceManifold (fluid mechanics)Interpretation (philosophy)Space (punctuation)Artificial intelligenceAlgorithmTheoretical computer scienceMachine learningMathematicsGame theoryMathematical economicsMechanical engineeringOperating systemProgramming languageEngineeringExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceMachine Learning in Healthcare
Manifold-based Shapley explanations for high dimensional correlated features | Litcius