Non-asymptotic spectral bounds on the $\epsilon$-entropy of kernel classes

Rustem Takhanov

Let $K:\mathbf{\Omega }\times \mathbf{\Omega }$ be a continuous Mercer kernel defined on a compact subset of ${\mathbb{R}}^n$ and ${\mathcal{H}}_K$ be the reproducing kernel Hilbert space (R…