An Exact Finite-dimensional Explicit Feature Map for Kernel Functions

Kamaledin Ghiasi-Shirazi, Mohammadreza Qaraei

Kernel methods in machine learning use a kernel function that takes two data points as input and returns their inner product after mapping them to a Hilbert space, implicitly and w…