Variance reduction for dependent sequences with applications to Stochastic Gradient MCMC

D. Belomestny, L. Iosipoi, E. Moulines +2

In this paper we propose a novel and practical variance reduction approach for additive functionals of dependent sequences. Our approach combines the use of control variates with t…