Variational Hybrid Monte Carlo for Efficient Multi-Modal Data Sampling

The Hamiltonian Monte Carlo (HMC) sampling algorithm exploits Hamiltonian dynamics to construct efficient Markov Chain Monte Carlo (MCMC), which has become increasingly popular in machine learning and statistics. Since HMC uses the gradient information of the target distribution, it can explore the...

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Detalles Bibliográficos
Autores principales: Sun, Shiliang, Zhao, Jing, Gu, Minghao, Wang, Shanhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138141/
https://www.ncbi.nlm.nih.gov/pubmed/37190347
http://dx.doi.org/10.3390/e25040560

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138141/
https://www.ncbi.nlm.nih.gov/pubmed/37190347
http://dx.doi.org/10.3390/e25040560

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