Proximal Algorithms for Accelerated Langevin Dynamics

Duy H. Thai, Alexander L. Young, David B. Dunson

We develop a novel class of MCMC algorithms based on a stochastized Nesterov scheme. With an appropriate addition of noise, the result is a time-inhomogeneous underdamped Langevin…