Unbiasing Hamiltonian Monte Carlo algorithms for a general Hamiltonian function

Tony Lelièvre, Régis Santet, Gabriel Stoltz

Hamiltonian Monte Carlo (HMC) is a Markov chain Monte Carlo method that allows to sample high dimensional probability measures. It relies on the integration of the Hamiltonian dyna…