Implicit Langevin Algorithms for Sampling From Log-concave Densities

Liam Hodgkinson, Robert Salomone, Fred Roosta

For sampling from a log-concave density, we study implicit integrators resulting from $\theta$-method discretization of the overdamped Langevin diffusion stochastic differential equatio…