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      Ryma Boumazouza

      Explainable AI

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  • A Symbolic Approach for Counterfactual Explanations

    What is a Counterfactual explanation ? and how do we generate it using knowledge representation techniques ?

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  • A Model-Agnostic SAT-based approach for Symbolic Explanation Enumeration

    How can we associate symbolic explanations to black-box ML models?

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  • ASTERYX: a model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations

    How to explain the predictions of a black-box ML models by providing both symbolic and score-based explanations with the help of Boolean satisfiability concepts ?

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