A Factor Graph Approach to Scalable Multi-Output Gaussian Process Regression

Wouter W. L. Nuijten, Esther G. van Pelt, Albert Podusenko +2

Multi-output Gaussian process regression scales cubically in the number of observations times outputs, and dense kernel-matrix methods need bespoke handling whenever different outp…