MALA-within-Gibbs samplers for high-dimensional distributions with sparse conditional structure

X. T. Tong, M. Morzfeld, Y. M. Marzouk

Markov chain Monte Carlo (MCMC) samplers are numerical methods for drawing samples from a given target probability distribution. We discuss one particular MCMC sampler, the MALA-wi…