Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
studying the intriguing behaviors of neural networks with theoretical tools from kernel methods. Before diving into these great works, it’s worth reviewing the theorems relating to the kernel in depth. 1. Function Space in Machine Learning To fully appreciate the theory behind the kernel method,