Spectral mixture kernels for Multi-Output Gaussian processes

Magíster en Ciencias de la Ingeniería, Mención Matemáticas Aplicadas. Ingeniero Civil Matemático === Multi-Output Gaussian Processes (MOGPs) are the multivariate extension of Gaussian processes (GPs \cite{Rasmussen:2006}), a Bayesian nonparametric method for univariate regression. MOGPs address the...

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Bibliographic Details
Main Author: Parra Vásquez, Gabriel Enrique
Other Authors: Tobar Henríquez, Felipe
Language:en
Published: Universidad de Chile 2018
Subjects:
Online Access:http://repositorio.uchile.cl/handle/2250/150553