Hessian-informed, Coordinate Friendly Hamiltonian Monte Carlo in Linear Time

Son Luu, Nikola Surjanovic, Zuheng Xu +2

Riemannian Hamiltonian Monte Carlo (RHMC) is a promising MCMC methodology thanks to its ability to accommodate position-dependent preconditioning and multi-step proposals. While RH…