A fast asynchronous MCMC sampler for sparse Bayesian inference

Yves Atchadé, Liwei Wang

We propose a very fast approximate Markov Chain Monte Carlo (MCMC) sampling framework that is applicable to a large class of sparse Bayesian inference problems, where the computati…