Bayesian Nonparametrics via Neural Networks: 13 (ASA-SIAM Series on Statistics and Applied Probability, Series Number 13) - Softcover

Lee, Herbert K. H.

 
9780898715637: Bayesian Nonparametrics via Neural Networks: 13 (ASA-SIAM Series on Statistics and Applied Probability, Series Number 13)

Synopsis

This is the first book to discuss neural networks in a nonparametric regression and classification context, within the Bayesian paradigm.

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Book Description

This is the first book that discusses neural networks in the context of nonparametric regression and classification, within the Bayesian paradigm. It considers neural networks in a statistical context, a contrasting approach to existing books, which typically treat neural networks as a machine learning algorithm instead of a statistical model.

"About this title" may belong to another edition of this title.