Kernel Methods

Overview

Kernels

• Gaussian Kernel -
  {% k(x,y) = exp\{ - \frac{1}{2 \sigma^2} || x-y || ^2 \} %}
• Polynomial Kernel -
  {% k(x,y) = (\vec{x}^T \vec{y} + 1)^m %}