Bayesian Gaussian processes for regression and classification

Bayesian inference offers us a powerful tool with which to tackle the problem of data modelling. However, the performance of Bayesian methods is crucially dependent on being able to find good models for our data. The principal focus of this thesis is the development of models based on Gaussian proce...

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Bibliographic Details
Main Author: Gibbs, M. N.
Published: University of Cambridge 1998
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.599379