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stat.ME2026
Asymptotic Theory and Sequential Testing for Adaptive Bandits
Li Yang, Xiaodong Yan, Dandan Jiang
Multi-armed bandit (MAB) processes constitute a foundational subclass of reinforcement learning problems and represent a central topic in statistical decision theory. Yet, conducti…
stat.ME2026
Mixed Effects Mixture of Experts: Modeling Double Heterogeneous Trajectories
Xinkai Yue, Xiaodong Yan, Haohui Han +1
Linear mixed-effects model (LMM) is a cornerstone of longitudinal data analysis, but is limited to adeptly make heterogeneous analyses predictable under both group-specific fixed e…