Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
possibly be translation-invariant. Examples of such functional priors are the Gaussian processes with mean function and covariance function for any nonnegative parameters a and l. The figure below illustrates three random draws from such a process and the 2 standard deviation bounds. We could adopt