Title: Curse of dimensionality of MCMC
Authors: Kengo Kamatani - ISM (Japan) [presenting]
Abstract: Some Markov-chain Monte Carlo methods for complex target distributions are studied and reviewed. We consider the effect of dimensionality along with the tail property of the target distribution. We also apply the results to the Bayesian inference for stochastic processes.