Bayesian methods for neural networks are of interest to researchers in statistics, engineering, and artificial intelligence. This is a very active research area in statistics and artificial intelligence.
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Vendeur : moluna, Greven, Allemagne
Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Artificial neural networks are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesi. N° de réf. du vendeur 5912158
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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Artificial 'neural networks' are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesian methods allow complex neural network models to be used without fear of the 'overfitting' that can occur with traditional training methods. Insight into the nature of these complex Bayesian models is provided by a theoretical investigation of the priors over functions that underlie them. A practical implementation of Bayesian neural network learning using Markov chain Monte Carlo methods is also described, and software for it is freely available over the Internet. Presupposing only basic knowledge of probability and statistics, this book should be of interest to researchers in statistics, engineering, and artificial intelligence. 204 pp. Englisch. N° de réf. du vendeur 9780387947242
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Vendeur : Books Puddle, New York, NY, Etats-Unis
Etat : New. pp. 204. N° de réf. du vendeur 26315817
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Vendeur : preigu, Osnabrück, Allemagne
Taschenbuch. Etat : Neu. Bayesian Learning for Neural Networks | Radford M. Neal | Taschenbuch | 204 S. | Englisch | 1996 | Springer | EAN 9780387947242 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. N° de réf. du vendeur 102121039
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