Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
Gaussian processes, and proposes a method for learning the logarithm f of the variance modulating function, which the authors claim is tantamount to learning nonstationarity. This is clearly not the case. In effect, the exponential of a strongly stationary process is strongly stationary, the