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Trading Complexity for Sparsity in Random Forest Explanations

Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis. Trading Complexity for Sparsity in Random Forest Explanations. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 5461-5469, AAAI Press, 2022. [doi]

Authors

Gilles Audemard

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Steve Bellart

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Louenas Bounia

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Frédéric Koriche

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Jean-Marie Lagniez

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Pierre Marquis

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