Learning with Kernels (Basics of Support Vector Machines)
The course will cover the basics of Support Vector Machines and related kernel methods.
- Kernel and Feature Spaces
- Large Margin Classification
- Basic Ideas of Learning Theory
- Support Vector Machines
- Other Kernel Algorithms
Author: Bernhard Schölkopf, Max Planck Institute for Biological Cybernetics