228 citations · 798 across the 24 of their papers we have counts for
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cs.LG2022
Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms
Mohsen Bayati, Junyu Cao, Wanning Chen
Multi-armed bandit (MAB) algorithms are efficient approaches to reduce the opportunity cost of online experimentation and are used by companies to find the best product from period…
cs.LG2022★ 3 cited
Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes
Mohamad Kazem Shirani Faradonbeh, Sadegh Shirani, Mohsen Bayati
Linear diffusion processes serve as canonical continuous-time models for dynamic decision-making under uncertainty. These systems evolve according to drift matrices that specify th…