25 citations · 177 across the 40 of their papers we have counts for
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cs.LG2018★ 3 cited
Active Ranking with Subset-wise Preferences
Aadirupa Saha, Aditya Gopalan
We consider the problem of probably approximately correct (PAC) ranking items by adaptively eliciting subset-wise preference feedback. At each round, the learner chooses a subs…
cs.LG2018★ 7 cited
PAC Battling Bandits in the Plackett-Luce Model
Aadirupa Saha, Aditya Gopalan
We introduce the probably approximately correct (PAC) \emph{Battling-Bandit} problem with the Plackett-Luce (PL) subset choice model--an online learning framework where at each tri…