Spectral gaps and error estimates for infinite-dimensional Metropolis-Hastings with non-Gaussian priors

Bamdad Hosseini, James E Johndrow

We study a class of Metropolis-Hastings algorithms for target measures that are absolutely continuous with respect to a large class of non-Gaussian prior measures on Banach spaces.…