/propagation_kernels

Primary LanguageMatlabMIT LicenseMIT

Propagation Kernels

A MATLAB implementation of the propagation graph kernel described in:

Neumann, M. Patricia, N., Garnett, R., and Kersting, K. Efficient Graph Kernels by Randomization. (2013). Machine Learning and Knowledge Discovery in Databases: European Conference (ECML/PKDD 2012), pp. 378--392.

This implementation supports arbitrary user-defined base kernels and transformations.

Usage

Add the directory to your MATLAB path and use help propagation_kernel to view the documentation. A simple demo is provided in the demo/ directory.