Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty
Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, James S. Duncan
Topics & Concepts
Computer scienceMNIST databaseFeature (linguistics)Artificial intelligenceNoise (video)Field (mathematics)Machine learningShapley valueEstimationDeep learningData miningImage (mathematics)MathematicsGame theoryMathematical economicsLinguisticsEconomicsPhilosophyPure mathematicsManagementExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareMachine Learning and Data Classification