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1 paper

cs.LG2026

Fair feature attribution for multi-output prediction: a Shapley-based perspective

Umberto Biccari, Alain Ibáñez de Opakua, José María Mato +3

In this article, we provide an axiomatic characterization of feature attribution for multi-output predictors within the Shapley framework. While SHAP explanations are routinely com…