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Bayesian Learning for Neural Networks
Language: en
Pages: 194
Authors: Radford M. Neal
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of thes
Bayesian Learning for Neural Networks
Language: en
Pages: 0
Authors: Radford M. Neal
Categories: Mathematics
Type: BOOK - Published: 1996-08-09 - Publisher: Springer

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Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of thes
Learning Bayesian Networks
Language: en
Pages: 704
Authors: Richard E. Neapolitan
Categories: Computers
Type: BOOK - Published: 2004 - Publisher: Prentice Hall

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In this first edition book, methods are discussed for doing inference in Bayesian networks and inference diagrams. Hundreds of examples and problems allow reade
Bayesian Reasoning and Machine Learning
Language: en
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Authors: David Barber
Categories: Computers
Type: BOOK - Published: 2012-02-02 - Publisher: Cambridge University Press

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A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.
Bayesian Nonparametrics via Neural Networks
Language: en
Pages: 106
Authors: Herbert K. H. Lee
Categories: Mathematics
Type: BOOK - Published: 2004-01-01 - Publisher: SIAM

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Bayesian Nonparametrics via Neural Networks is the first book to focus on neural networks in the context of nonparametric regression and classification, working