On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes

Moyan Li, Raed Kontar

The multi-output Gaussian process ($\mathcal{M}\mathcal{G}\mathcal{P}$) is based on the assumption that outputs share commonalities, however, if this assumption does not hold negative transfer will le…