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Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression

Ian Covert, Su‐In Lee

2021International Conference on Artificial Intelligence and Statistics51 citations

Topics & Concepts

Shapley valueValue (mathematics)EstimationLinear regressionRegressionComputer scienceMathematicsStatisticsMathematical optimizationApplied mathematicsEngineeringMathematical economicsGame theorySystems engineeringFace and Expression RecognitionFuzzy Logic and Control SystemsNeural Networks and Applications
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression | Litcius