Hamiltonian Annealed Importance Sampling for partition function estimation

Jascha Sohl-Dickstein, Benjamin J. Culpepper

We introduce an extension to annealed importance sampling that uses Hamiltonian dynamics to rapidly estimate normalization constants. We demonstrate this method by computing log li…