A conditional one-output likelihood formulation for multitask Gaussian processes

Óscar García-Hinde, Vanessa Gómez-Verdejo, Manel Martínez-Ramón

Multitask Gaussian processes (MTGP) are the Gaussian process (GP) framework's solution for multioutput regression problems in which the $T$ elements of the regressors cannot be con…