Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
it’s essential to clarify the concept of function space and the role it plays in machine learning in the first place. As we all know in supervised learning, we collect a set of tuples (x₁,y₁),…,(xₙ, yₙ) and would like to find a function that fits it most. More specifically, the target is to find a