Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices

Yi Sun, Faustino Gomez, Juergen Schmidhuber

We present a new way of converting a reversible finite Markov chain into a non-reversible one, with a theoretical guarantee that the asymptotic variance of the MCMC estimator based…