Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo

Gilad Turok, Chirag Modi, Bob Carpenter

Hamiltonian Monte Carlo (HMC) is the mainstay of applied Bayesian inference for differentiable models. However, HMC still struggles to sample from hierarchical models that induce d…