Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
standard deviation bounds. Possible draws of a Gaussian process with Square Exponential covariance function. Or we could encode the piece of knowledge f(0)=1 in our functional prior so as to ensure that all paths of the process will take value 1 at 0. Note that the resulting functional prior cannot