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When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making

When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making

Historically, much of machine learning research has focused on the performance of the algorithm alone, but recently more attention has been focused on optimizing joint human-algorithm performance. Here, we analyze a specific type of human-algorithm collaboration where the algorithm has access to a set of n items, and presents a …