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Bayesian Reasoning with Trained Neural Networks

We showed how to use trained neural networks to perform Bayesian reasoning in order to solve tasks outside their initial scope. Deep generative models provide prior knowledge, and classification/regression networks impose constraints. The tasks at hand were formulated as Bayesian inference problems,...

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Detalles Bibliográficos
Autores principales: Knollmüller, Jakob, Enßlin, Torsten A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229912/
https://www.ncbi.nlm.nih.gov/pubmed/34073066
http://dx.doi.org/10.3390/e23060693