Discrete reproducing kernel Hilbert spaces: sampling and distribution of Dirac-masses

We study reproducing kernels, and associated reproducing kernel Hilbert spaces (RKHSs) H over infinite, discrete and countable sets V . In this setting we analyze in detail the distributions of the corresponding Dirac point-masses of V . Illustrations include certain models from neural networks: An Extreme Learning Machine (ELM) is a neural… CONTINUE READING