Incorporating Sum Constraints into Multitask Gaussian Processes

Philipp Pilar, Carl Jidling, Thomas B. Schön +1

Machine learning models can be improved by adapting them to respect existing background knowledge. In this paper we consider multitask Gaussian processes, with background knowledge…