Efficient Multioutput Gaussian Processes through Variational Inducing Kernels

Mauricio A. Álvarez, David Luengo, Michalis K. Titsias, Neil D. Lawrence

Abstract: Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process perspective a multiout...