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Shadow Magnetic Hamiltonian Monte Carlo

Incorporating partial momentum refreshment into Magnetic Hamiltonian Monte Carlo (MHMC) to create Magnetic Hamiltonian Monte Carlo with partial momentum refreshment (PMHMC) has been shown to improve the sampling performance of MHMC significantly. At the same time, sampling from an integrator-depende...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2022-01-01
Rangatū:IEEE Access
Ngā marau:
Bayesian neural networks
Bayesian logistic regression
Hamiltonian Monte Carlo
magnetic Hamiltonian Monte Carlo
shadow Hamiltonian
Markov chain Monte Carlo
Urunga tuihono:https://ieeexplore.ieee.org/document/9739687/
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