IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm

Author(s): Di Wu ; Jinwen Ma
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Volume: 29
Page(s): 4,894 - 4,904
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2017.2782711
Regular:

The mixture of Gaussian processes (GPs) is capable of learning any general stochastic process based on a given set of (sample) curves for the regression and prediction problems. However, it is... View More

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