Rényi Tracking Bounds for Langevin Dynamics with Moving Targets

Yuchen Xin, Jingxin Zhan, Zhihua Zhang

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-dive…