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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
Publicado en:Entropy (Basel)
Main Authors: Knollmüller, Jakob, Enßlin, Torsten A.
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2021
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8229912/
https://ncbi.nlm.nih.gov/pubmed/34073066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23060693
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