Shapley Residuals: Quantifying the limits of the Shapley value for explanations

I. Elizabeth Kumar, Carlos Scheidegger, Suresh Venkatasubramanian, Sorelle A. Friedler

2021Neural Information Processing Systems36 citations

Topics & Concepts

Shapley valueValue (mathematics)MathematicsMathematical economicsEconometricsStatisticsGame theoryExplainable Artificial Intelligence (XAI)