Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
(guava, 4). Basing on representer theorem, the optimal solution must admit to the following form: Combining with square loss, the problem becomes: yielding and thus Image by author. 3. Occam’s Razor In Kernel’s Blood So far, we’ve demonstrated how kernel can be used to build up the hypothesis set