Shiyuan Zhang, Qiwei Di, Xuheng Li, Quanquan Gu

Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

arXiv:2603.02429v1 Announce Type: new Abstract: Underdamped Langevin dynamics (ULD) is a widely-used sampler for Gibbs distributions $\pi\propto e^{-V}$, and is often empirically effective in high …