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Split Hamiltonian Monte Carlo
Markov chain Monte Carlo Hamiltonian dynamics Bayesian analysis
2011/7/6
We show how the Hamiltonian Monte Carlo algorithm can sometimes be speeded up by "splitting" the Hamiltonian in a way that allows much of the movement around the state space to be done at low computat...