Shadow Magnetic Hamiltonian Monte Carlo

Author:

Mongwe Wilson Tsakane1ORCID,Mbuvha Rendani2ORCID,Marwala Tshilidzi1

Affiliation:

1. School of Electrical Engineering, University of Johannesburg, Auckland Park, South Africa

2. School of Statistics and Actuarial Science, University of Witwatersrand, Johannesburg, Johannesburg, South Africa

Funder

Google Ph.D. Fellowships in Machine Learning

National Research Foundation of South Africa

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Reference43 articles.

1. A generalized guided Monte Carlo algorithm

2. Practical Construction of Modified Hamiltonians

3. Hamiltonian Monte Carlo without detailed balance;sohl-dickstein;Proc Int Conf Mach Learn,2014

4. MCMC using Hamiltonian dynamics;neal;Handbook of Markov Chain Monte Carlo,2011

5. Bayesian learning via stochastic dynamics;neal;Advances in neural information processing systems,1993

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. References;Hamiltonian Monte Carlo Methods in Machine Learning;2023

2. Adaptive noncanonical Hamiltonian Monte Carlo;Hamiltonian Monte Carlo Methods in Machine Learning;2023

3. Shadow Magnetic Hamiltonian Monte Carlo;Hamiltonian Monte Carlo Methods in Machine Learning;2023

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