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The Principles and Limits of Algorithm-in-the-Loop Decision Making

Proceedings of the ACM on Human-Computer Interaction, no. CSCW (2019): 50

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The rise of machine learning has fundamentally altered decision making: rather than being made solely by people, many important decisions are now made through an "algorithm-in-the-loop'' process where machine learning models inform people. Yet insufficient research has considered how the interactions between people and models actually inf...More

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