Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
nonstationarity, nonstationarity is about what you know not what you are modeling, and you should avoid assuming nonstationarity unless you have some domain knowledge. Let’s end with a silver lining. It might seem as though nonstationary kernels/covariance functions can only be useful when we have