Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics

Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos +3

We propose an algorithm for the efficient and robust sampling of the posterior probability distribution in Bayesian inference problems. The algorithm combines the local search capa…