Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
your chosen family on the task at hand. If the answer is no, then the family of kernels you are working with is flexible enough, and you should be focusing on hyper-parameters learning. I formalized this notion in my PhD thesis [⁴] by introducing the notion of general-purposeness. Essentially, a