Practical and Scalable Hamiltonian Monte Carlo Without the Metropolis Test

Jakob Robnik, Reuben Cohn-Gordon, Uroš Seljak

Hamiltonian Monte Carlo and underdamped Langevin Monte Carlo are leading methods for sampling from high-dimensional distributions with differentiable densities. Both rely on numeri…