Tags
RKHS
Dec 4, 2021
Kernel Methods
44 min readKernel Methods (3): RKHS — The Theoretical Soul of Kernel Methods
Reproducing Kernel Hilbert Space — the function space where kernel methods live. The reproducing property, the representer theorem, and why finite-data optimization works in infinite dimensions.