49 citations · 52 across the 2 of their papers we have counts for
2 papers
cs.LG2015★ 49 cited
Complex-Valued Gaussian Processes for Regression
Rafael Boloix-Tortosa, Eva Arias-de-Reyna, F. Javier Payan-Somet +1
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, wh…
cs.LG2015★ 3 cited
Proper Complex Gaussian Processes for Regression
Rafael Boloix-Tortosa, F. Javier Payán-Somet, Eva Arias-de-Reyna +1
Complex-valued signals are used in the modeling of many systems in engineering and science, hence being of fundamental interest. Often, random complex-valued signals are considered…