Pascal Germain, Researcher in Machine Learning

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PBSC algorithm implementation

Version 0.92 (June 26, 2012)
Released under the BSD-license


This program provides most of the source code used to obtain the empirical results published in the paper A PAC-Bayes Sample Compression Approach to Kernel Methods (see the Publications page for the conference paper. The algorithm details are in the Supplementary Materials).

This code has only been tested on Linux, but it should work on other platforms without too much effort. Feel free to contact me if you have questions, complaints or to urge me to publish a better version of this code!


Required Libraries

How to make it works

Revision history