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Comparison of Contextual Importance and Utility with LIME and Shapley Values

Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi. Comparison of Contextual Importance and Utility with LIME and Shapley Values. In Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling, editors, Explainable and Transparent AI and Multi-Agent Systems - Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers. Volume 12688 of Lecture Notes in Computer Science, pages 39-54, Springer, 2021. [doi]

Authors

Kary Främling

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Marcus Westberg

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Martin Jullum

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Manik Madhikermi

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Avleen Malhi

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