Flexible and Efficient Inference with Particles for the Variational Gaussian Approximation

Variational inference is a powerful framework, used to approximate intractable posteriors through variational distributions. The de facto standard is to rely on Gaussian variational families, which come with numerous advantages: they are easy to sample from, simple to parametrize, and many expectati...

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Detalles Bibliográficos
Autores principales: Galy-Fajou, Théo, Perrone, Valerio, Opper, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393997/
https://www.ncbi.nlm.nih.gov/pubmed/34441130
http://dx.doi.org/10.3390/e23080990

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393997/
https://www.ncbi.nlm.nih.gov/pubmed/34441130
http://dx.doi.org/10.3390/e23080990

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