Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
some domain knowledge, but this is only the case when they are used exclusively. That is, when you would only consider one or multiple kernels that are all nonstationary. When you do not have domain knowledge, it is not necessary to choose between stationary and nonstationary kernels from the