Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values

Kristin Blesch, Marvin N. Wright, David S. Watson. Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values. In Luca Longo, editor, Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part I. Volume 1901 of Communications in Computer and Information Science, pages 131-146, Springer, 2023. [doi]

Abstract

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