Deep Learning Hamiltonian Monte Carlo

Sam Foreman, Xiao-Yong Jin, James C. Osborn

We generalize the Hamiltonian Monte Carlo algorithm with a stack of neural network layers and evaluate its ability to sample from different topologies in a two dimensional lattice…