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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…