Hessian corrections to the Metropolis Adjusted Langevin Algorithm
arXiv:1507.06336
Abstract
A natural method for the introduction of second-order derivatives of the log likelihood into MCMC algorithms is introduced, based on Taylor expansion of the Langevin equation followed by exact solution of the truncated system.
7 pages, 3 figures