Enhancing trust and interpretability of complex machine learning models using local interpretable model agnostic shap explanations

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

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Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

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Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

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From local explanations to global understanding with explainable AI for trees

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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Erico Tjoa, Cuntai Guan · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 2.2K citations · Full text

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