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Conditional Deep Gaussian Processes: Empirical Bayes Hyperdata Learning

It is desirable to combine the expressive power of deep learning with Gaussian Process (GP) in one expressive Bayesian learning model. Deep kernel learning showed success as a deep network used for feature extraction. Then, a GP was used as the function model. Recently, it was suggested that, albeit...

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Detalles Bibliográficos
Autores principales: Lu, Chi-Ken, Shafto, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8618322/
https://www.ncbi.nlm.nih.gov/pubmed/34828085
http://dx.doi.org/10.3390/e23111387