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Stop Explaining Black Box Machine Learning Models for High-Stakes Decisions and Use Interpretable Models Instead
Cynthia Rudin (Nature Machine Intelligence, 2019)
Argues high-stakes decisions should use inherently interpretable models rather than post-hoc explanations of black boxes.
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- Right to TransparencySupports
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