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cs.LG2023
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-making
Kate Donahue, Sreenivas Gollapudi, Kostas Kollias
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-algori…
cs.LG2023
Congested Bandits: Optimal Routing via Short-term Resets
Pranjal Awasthi, Kush Bhatia, Sreenivas Gollapudi +1
For traffic routing platforms, the choice of which route to recommend to a user depends on the congestion on these routes -- indeed, an individual's utility depends on the number o…