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Multi-view Deep Gaussian Process with a Pre-training Acceleration Technique

Deep Gaussian process (DGP) is one of the popular probabilistic modeling methods, which is powerful and widely used for function approximation and uncertainty estimation. However, the traditional DGP lacks consideration for multi-view cases in which data may come from different sources or be constru...

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Detalles Bibliográficos
Autores principales: Zhu, Han, Zhao, Jing, Sun, Shiliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206310/
http://dx.doi.org/10.1007/978-3-030-47436-2_23