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Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor NetworksLearning Covariance Functions

Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks: Learning... [We often assume that Gaussian processes are isotropic implying that the covariance function only depends on the distance between locations.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor NetworksLearning Covariance Functions

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Publisher
Springer International Publishing
Copyright
© The Author(s) 2016
ISBN
978-3-319-21920-2
Pages
19 –26
DOI
10.1007/978-3-319-21921-9_3
Publisher site
See Chapter on Publisher Site

Abstract

[We often assume that Gaussian processes are isotropic implying that the covariance function only depends on the distance between locations.]

Published: Oct 28, 2015

Keywords: Covariance Function; Gaussian Process; Fisher Information Matrix; Gaussian Process Regression; Mobile Sensor Network

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