Articles with "processes regression" as a keyword



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Complex Gaussian Processes for Regression

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Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2018.2805019

Abstract: In this paper, we propose a novel Bayesian solution for nonlinear regression in complex fields. Previous solutions for kernels methods usually assume a complexification approach, where the real-valued kernel is replaced by a complex-valued one.… read more here.

Keywords: gaussian processes; regression; processes regression; complex valued ... See more keywords