Variational Inducing Kernels for Sparse Convolved Multiple Output Gaussian Processes

Mauricio A. Álvarez, David Luengo, Michalis K. Titsias +1

Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process persp…