State-Space Inference in Gaussian Process Regression Models
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Perustieteiden korkeakoulu |
Bachelor's thesis
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Date
2013-09-19
Department
Major/Subject
Systeemitieteet
Mcode
F3010
Degree programme
Teknillinen fysiikka ja matematiikka TFM
Language
en
Pages
33
Series
Description
Supervisor
Ehtamo, HarriThesis advisor
Särkkä, SimoKeywords
state-space model, stochastic differential equation, Gaussian process regression model, nonparametric regression, Kalman filtering and smoothing