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Quantum-Inspired Magnetic Hamiltonian Monte Carlo

Hamiltonian Monte Carlo (HMC) is a Markov Chain Monte Carlo algorithm that is able to generate distant proposals via the use of Hamiltonian dynamics, which are able to incorporate first-order gradient information about the target posterior. This has driven its rise in popularity in the machine learn...

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Detalles Bibliográficos
Autores principales: Mongwe, Wilson Tsakane, Mbuvha, Rendani, Marwala, Tshilidzi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8491946/
https://www.ncbi.nlm.nih.gov/pubmed/34610053
http://dx.doi.org/10.1371/journal.pone.0258277

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