Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
remedy. Function space of f: ℝ → ℝ with linear / polynomial functional form. Image by author. 2. Beyond Theories — a Schematic View of Kernel-induced Function Space Kernel, informally speaking, is a generalized inner product between instances in input space. Like what the inner product does, a