18 citations · 66 across the 10 of their papers we have counts for
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cs.LG2019★ 5 cited
Uncoupled Regression from Pairwise Comparison Data
Liyuan Xu, Junya Honda, Gang Niu +1
Uncoupled regression is the problem to learn a model from unlabeled data and the set of target values while the correspondence between them is unknown. Such a situation arises in p…
cs.LG2019★ 12 cited
Polynomial-time Algorithms for Multiple-arm Identification with Full-bandit Feedback
Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi +2
We study the problem of stochastic combinatorial pure exploration (CPE), where an agent sequentially pulls a set of single arms (a.k.a. a super arm) and tries to find the best supe…