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Alex D'Amour

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Conceptual Challenges In Connecting Interpretability And CausalityInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Argues that connecting interpretability to causality requires explicit contextual assumptions and that prediction alone is insufficient. Demonstrates…
Talk on
Panel on CausalityInterpretable Machine Learning in Natural and Social Sciences (2022)2022-06-27
Panelists argue causality lives in models: claims are about what an interventionist causality model predicts, which interventions are allowed, and which…
Panel on
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