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How can i choose an explainer? an application-grounded evaluation of post-hoc explanations, in: Proceedings of the · 2021

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cs.LG 1

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2024 1

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Explainable AI needs formalization

cs.LG · 2024-09-22 · unverdicted · novelty 5.0

Current XAI methods fail because they lack well-defined problems and correctness criteria, causing them to attribute importance to features independent of the prediction target.

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  • Explainable AI needs formalization cs.LG · 2024-09-22 · unverdicted · none · ref 6

    Current XAI methods fail because they lack well-defined problems and correctness criteria, causing them to attribute importance to features independent of the prediction target.