The paper introduces a non-linear version of the process convolution formalism for building
covariance functions for multi-output Gaussian processes. The non-linearity is introduced via …

Linear systems occur throughout engineering and the sciences, most notably as differential
equations. In many cases the forcing function for the system is unknown, and interest lies in …