Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
prior knowledge, then you cannot, and should not, assume nonstationarity. As we elaborate in the following point, nonstationarity cannot be the object of your learning, it is the effect of your learning or someone else’s, the state of your knowledge. Fact III. Stationarity/Nonstationarity is not