The Geometry of Hamiltonian Monte Carlo

Michael Betancourt, Leo C. Stein

With its systematic exploration of probability distributions, Hamiltonian Monte Carlo is a potent Markov Chain Monte Carlo technique; it is an approach, however, ultimately conting…