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Counterfactual Explanations of Machine Learning Predictions: Opportunities and Challenges for AI Safety

Kacper Sokol, Peter A. Flach. Counterfactual Explanations of Machine Learning Predictions: Opportunities and Challenges for AI Safety. In Huáscar Espinoza, Seán Ó hÉigeartaigh, Xiaowei Huang, José Hernández-Orallo, Mauricio Castillo-Effen, editors, Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), Honolulu, Hawaii, January 27, 2019. Volume 2301 of CEUR Workshop Proceedings, CEUR-WS.org, 2019. [doi]

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Kacper Sokol

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Peter A. Flach

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