The Algorithmic Automation Problem: Prediction, Triage, and Human Effort

arXiv: Computer Vision and Pattern Recognition, 2019.

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Abstract:

In a wide array of areas, algorithms are matching and surpassing the performance of human experts, leading to consideration of the roles of human judgment and algorithmic prediction in these domains. The discussion around these developments, however, has implicitly equated the specific task of prediction with the general task of automatio...More

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