Contractive kinetic Langevin samplers beyond global Lipschitz continuity

Iosif Lytras, Panayotis Mertikopoulos

In this paper, we examine the problem of sampling from log-concave distributions with (possibly) superlinear gradient growth under kinetic (underdamped) Langevin algorithms. Using…