Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators

Benedict Leimkuhler, Daniel Paulin, Peter A. Whalley

In previous work, we introduced a method for determining convergence rates for integration methods for the kinetic Langevin equation for $M$-$\nabla$Lipschitz $m$-log-concave densi…