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David Danks

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Goals And Interpretable Variables In NeuroscienceInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Argues that which variables become interpretable depends on the goal: four concrete construction methods — clustering by intercorrelation (parcellations)…
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Panel on Societal Dimensions of ExplanationInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Panel argues that interpretability must be tied to concrete aims and context, not lofty redefinitions: some defend a framework with contextual free parameters…
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