Computing Abductive Explanations for Boosted Trees

Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. Computing Abductive Explanations for Boosted Trees. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 4699-4711, PMLR, 2023. [doi]

Authors

Gilles Audemard

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Jean-Marie Lagniez

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Pierre Marquis

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Nicolas Szczepanski

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