4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Bayesian Best-Arm Identification with Abstention: A Polynomial-to-Exponential Phase Transition
Yuqi Huang, Yunlong Hou, Vincent Y. F. Tan
We study the Bayesian fixed-budget best-arm identification problem in which a learner can abstain from making a terminal recommendation. Subject to an abstention budget , we ana…
cs.LG2024★ 4 cited
A General Framework for Clustering and Distribution Matching with Bandit Feedback
Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan +1
We develop a general framework for clustering and distribution matching problems with bandit feedback. We consider a -armed bandit model where some subset of arms is partiti…
cs.LG2023
Fixed-Budget Best-Arm Identification in Sparse Linear Bandits
Recep Can Yavas, Vincent Y. F. Tan
We study the best-arm identification problem in sparse linear bandits under the fixed-budget setting. In sparse linear bandits, the unknown feature vector may be of large dim…