Stochastic Quasi-Newton Langevin Monte Carlo

Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard

Abstract: Recently, Stochastic Gradient Markov Chain Monte Carlo (SG-MCMC) methods have been proposed for scaling up Monte Carlo computations to large data problems. Whilst these approaches have proven usefu...