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20222026
most citedConstrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics

2 citations · 2 across the 4 of their papers we have counts for

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cs.LG2025

Rethinking Langevin Thompson Sampling from A Stochastic Approximation Perspective

Weixin Wang, Haoyang Zheng, Guang Lin +2

Langevin-based Thompson Sampling (TS) methods for multi-armed bandits use likelihood gradients to approximate posterior samples when exact sampling is intractable. As new rewards a…