Preconditioning Hamiltonian Monte Carlo by minimizing Fisher Divergence

Adrian Seyboldt, Eliot L. Carlson, Bob Carpenter

Although Hamiltonian Monte Carlo (HMC) scales as O(d^(1/4)) in dimension, there is a large constant factor determined by the curvature of the target density. This constant factor c…