Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets

Avetik Karagulyan, Arnak S. Dalalyan

We study the problem of sampling from a probability distribution on ${\mathbb{R}}^p$ defined via a convex and smooth potential function. We consider a continuous-time diffusion-type p…