Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
parametric family of psd kernels is general-purpose when it is (pointwise) dense in the family of all continuous and bounded kernels. In can be shown (see [⁴]) that this guarantees that you are not missing out by not considering kernels outside of any general-purpose family in that, for any