Title: MCMC using Langevin Dynamics
Abstract: Modern statistical inference requires sampling from target distributions that are high-dimensional and exhibit strong correlations. In this seminar we review revolutionary MCMC methodology that enables us to handle problems with thousands of parameters, when standard methods fail.