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Quantum advantage in variational Bayes inference

Variational Bayes (VB) inference algorithm is used widely to estimate both the parameters and the unobserved hidden variables in generative statistical models. The algorithm—inspired by variational methods used in computational physics—is iterative and can get easily stuck in local minima, even when...

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Detalles Bibliográficos
Autores principales: Miyahara, Hideyuki, Roychowdhury, Vwani
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400996/
https://www.ncbi.nlm.nih.gov/pubmed/37490536
http://dx.doi.org/10.1073/pnas.2212660120