Riemannian Manifold Hamiltonian Monte Carlo

Mark Girolami, Ben Calderhead, Siu A. Chin

The paper proposes a Riemannian Manifold Hamiltonian Monte Carlo sampler to resolve the shortcomings of existing Monte Carlo algorithms when sampling from target densities that may…