Roi Livni

On the Expressive Power of Kernel Methods and the Efficiency of Kernel\n Learning by Association Schemes

2019 · arXiv (Cornell University)

We study the expressive power of kernel methods and the algorithmic\nfeasibility of multiple kernel learning for a special rich class of kernels.\n Specifically, we define \\emph{Euclidean kernels}, a diverse class that\nincludes most, if not all, …