3 citations · 8 across the 5 of their papers we have counts for
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cs.LG2023★ 1 cited
Learning to Select and Rank from Choice-Based Feedback: A Simple Nested Approach
Junwen Yang, Yifan Feng
We study a ranking and selection problem of learning from choice-based feedback with dynamic assortments. In this problem, a company sequentially displays a set of items to a popul…
cs.LG2022★ 2 cited
Optimal Clustering with Bandit Feedback
Junwen Yang, Zixin Zhong, Vincent Y. F. Tan
This paper considers the problem of online clustering with bandit feedback. A set of arms (or items) can be partitioned into various groups that are unknown. Within each group, the…
cs.LG2021★ 1 cited
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
Junwen Yang, Vincent Y. F. Tan
We study the problem of best arm identification in linear bandits in the fixed-budget setting. By leveraging properties of the G-optimal design and incorporating it into the arm al…