The statistical mechanics of Bayesian model selection

In this thesis we examine the question of model selection in systems which learn input-output mappings from a data set of examples. The models we consider are inspired by feed-forward architectures used within the artificial neural networks community. The approach taken here is to elucidate the prop...

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Bibliographic Details
Main Author: Marion, Glenn
Published: University of Edinburgh 1996
Subjects:
519
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.657315