Hierarchical kernel learning (HKL)
 Last updated: September 8th, 2009

Matlab code - version 3.0
Future improvements


The hkl package is a Matlab program that implements the hierarchical kernel learning method.  

For more information, please read the following paper:

F. Bach. Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning. Advances in Neural Information Processing Systems (NIPS), 2008. [pdf] [HAL tech-report

Matlab code - version 3.0

Precise instructions on how to use the package as well as demo scripts are included in the archive file. Please first run the command hkl_compile, to compile all C code.

The HKL package is Copyright (c) 2009 by Francis Bach. If you have any questions or comments regarding this package, or if you want to report any bugs, please send an e-mail to francis.bach@mines.org. The current version 3.0 has been released on September 8th 2009. Check this web page regularly for newer versions.

hkl version 3.0


This code is licensed under GPL licence and it is free for non-commercial use.