most citedA splitting Hamiltonian Monte Carlo method for efficient sampling

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math.NA2021★ 1 cited

A splitting Hamiltonian Monte Carlo method for efficient sampling

Lei Li, Lin Liu, Yuzhou Peng

We propose a splitting Hamiltonian Monte Carlo (SHMC) algorithm, which can be computationally efficient when combined with the random mini-batch strategy. By splitting the potentia…