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Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group
Academic Journal
Baaj, Ismaïl
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Bouraoui, Zied
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Cornuéjols, Antoine
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Denœux, Thierry
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Destercke, Sébastien
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On the failings of Shapley values for explainability
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Huang, Xuanxiang
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Marques-Silva, Joao
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August 2024 171
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On computing probabilistic abductive explanations
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Izza, Yacine
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Huang, Xuanxiang
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Ignatiev, Alexey
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Narodytska, Nina
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Cooper, Martin
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Marques-Silva, Joao
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Explainability Is Not a Game.
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Marques-Silva, Joao
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Huang, Xuanxiang
Communications of the ACM
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Logic-Based Explainability: Past, Present & Future
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From SHAP Scores to Feature Importance Scores
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Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
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Izza, Yacine
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Morgado, Antonio
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Tractability of explaining classifier decisions
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Cooper, Martin C.
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On Correcting SHAP Scores
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Propositional proof systems based on maximum satisfiability
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Bonet, Maria Luisa
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Buss, Sam
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Ignatiev, Alexey
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Morgado, Antonio
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Marques-Silva, Joao
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Artificial Intelligence
November 2021 300
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