HPMC is a population Monte Carlo method whose proposal locations are generated both from resampled weighted samples and from short Hamiltonian Monte Carlo runs, then combined by resampling or a weighted mixture.
Generalized multiple importance sampling,
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Hybrid Population Monte Carlo
HPMC is a population Monte Carlo method whose proposal locations are generated both from resampled weighted samples and from short Hamiltonian Monte Carlo runs, then combined by resampling or a weighted mixture.