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Tutorial: The Art of Gaussian Processes: Classical and Contemporary

Multioutput GPs

Felipe Tobar


We motivate the need for MOGPs and show how they can be constructed by mixing independent GPs. Then, we revise standard approaches to covariance design and their implications. We conclude this section with real-world examples.