Shadow Magnetic Hamiltonian Monte Carlo
Author:
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
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09739687.pdf?arnumber=9739687
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
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3. Shadow Magnetic Hamiltonian Monte Carlo;Hamiltonian Monte Carlo Methods in Machine Learning;2023
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