Split Hamiltonian Monte Carlo

Babak Shahbaba, Shiwei Lan, Wesley O. Johnson +1

We show how the Hamiltonian Monte Carlo algorithm can sometimes be speeded up by "splitting" the Hamiltonian in a way that allows much of the movement around the state space to be…