Gradient Scan Gibbs Sampler: an efficient algorithm for high-dimensional Gaussian distributions

Olivier Féron, François Orieux, Jean-François Giovannelli

This paper deals with Gibbs samplers that include high dimensional conditional Gaussian distributions. It proposes an efficient algorithm that avoids the high dimensional Gaussian…