VARSHAP defines local feature attribution as the Shapley value of a variance-reduction game and claims greater stability than SHAP and LIME.
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VARSHAP: Addressing Global Dependency Problems in Explainable AI with Variance-Based Local Feature Attribution
VARSHAP defines local feature attribution as the Shapley value of a variance-reduction game and claims greater stability than SHAP and LIME.