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  • Juan D. Pinto, Luc Paquette
    |
    May 22nd, 2024
    |
    preprint
    Juan D. Pinto, Luc Paquette
    May 22nd, 2024

    The challenge of creating interpretable models has been taken up by two main research communities: ML researchers primarily focused on lower-level explainability methods that suit the needs of engineers, and HCI researchers who have more heavily emphasized user-centered approaches often based on participatory design methods. This paper reviews how these communities have evaluated interpretability, identifying overlaps and semantic misalignments. We propose moving towards a unified framework...

Last update from database: 27/12/2024, 14:15 (UTC)
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