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Rényi Tracking Bounds for Langevin Dynamics with Moving Targets

Xin, Yuchen et al.
arXiv (All) · Papers
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We study Langevin diffusion and Langevin Monte Carlo (LMC) when the target distribution changes over time. Under a log-Sobolev inequality (LSI), we derive non-asymptotic Rényi-divergence guarantees for tracking the current target. The framework covers continuous-time Langevin diffusion and its discr
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