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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Entropy (Basel)
Egile Nagusiak: Knollmüller, Jakob, Enßlin, Torsten A.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI 2021
Gaiak:
Sarrera elektronikoa: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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