Gaussian processes for pattern recognition applications

Gaussian process (GP) is a stochastic process that has been studied for a long time and gained wide interests in the machine learning community in recent years. In this thesis, several interesting pattern analysis problems are solved using Gaussian process. Gaussian process models can be interpreted...

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Bibliographic Details
Main Author: Yan, Gao
Other Authors: Chan Kap Luk
Format: Thesis
Language:English
Published: 2009
Subjects:
Online Access:https://hdl.handle.net/10356/19301