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Bayesian Learning for Neural Networks.

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Bibliographic Details
Main Author:	Bickel, P.
Other Authors:	Diggle, P., Fienberg, S.
Format:	Electronic eBook
Language:	English
Published:	New York : Springer New York, 1996.
Subjects:	Bayesian statistical decision theory. Machine learning. Neural networks (Computer science) Neural Networks, Computer Machine Learning
Online Access:	Full text (MFA users only)
ISBN:	9781461207450 1461207452
Local Note:	ProQuest Ebook Central

Table of Contents:

Lecture Notes in Statistics; Bayesian Learning for Neural Networks; Copyright; Preface; Contents; List of Figures; Chapter 1 Introduction; Chapter 2 Priors for Infinite Networks ; Chapter 3 Monte Carlo Implementation; Chapter 4 Evaluation of Neural Network Models; Chapter 5 Conclusions and Further Work; Appendix A Details of the Implementation; Appendix B Obtaining the software; Bibliography; Index.