2026
Forward-KL Convergence of Time-Inhomogeneous Langevin Diffusions
ICML 2026poster
Many practical samplers rely on time-dependent drifts---often induced by annealing or tempering schedules---to improve exploration and stability. This motivates a unified non-asymptotic analysis of the corresponding Langevin diffusion and their discretizations. We provide a convergence analysis that…