Eecient Approaches to Gaussian Process Classiication

Abstract

We present three simple approximations for the calculation of the posterior mean in Gaussian Process classiication. The rst two methods are related to mean eld ideas known in Statistical Physics. The third approach is based on Bayesian online approach which was motivated by recent results in the Statistical Mechanics of Neural Networks. We present… (More)

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Cite this paper

@inproceedings{Fokou2000EecientAT, title={Eecient Approaches to Gaussian Process Classiication}, author={Ernest Fokou and Ole Winther}, year={2000} }