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20112025
most citedModified Hamiltonian Monte Carlo for Bayesian inference

40 citations · 137 across the 18 of their papers we have counts for

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physics.comp-ph2018★ 16 cited

Multi-stage splitting integrators for sampling with modified Hamiltonian Monte Carlo methods

Tijana Radivojević, Mario Fernández-Pendás, Jesús María Sanz-Serna +1

Modified Hamiltonian Monte Carlo (MHMC) methods combine the ideas behind two popular sampling approaches: Hamiltonian Monte Carlo (HMC) and importance sampling. As in the HMC case,…