32 citations · 38 across the 4 of their papers we have counts for
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cs.LG2023
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing
Yingyan Zeng, Xiaoyu Chen, Ran Jin
It is challenging but important to save annotation efforts in streaming data acquisition to maintain data quality for supervised learning base learners. We propose an ensemble acti…
cs.LG2021★ 6 cited
Near-optimal Representation Learning for Linear Bandits and Linear RL
Jiachen Hu, Xiaoyu Chen, Chi Jin +2
This paper studies representation learning for multi-task linear bandits and multi-task episodic RL with linear value function approximation. We first consider the setting where we…