A Mathematical Introduction to SVMs with Self-Concordant Kernel

by: Prof. Dr. Florian Jarre

The following (public domain) MATLAB-implementation of a solver for support vector machines (SVM),

https://github.com/florianjarre/SVM-Test-Set, has been prepared with the aim to solve real-world problems from all sectors of the economy and areas of life, not least in the "developing countries".

The implementation is described in a paper that can be found on archive:

https://arxiv.org/pdf/2503.10482 and builds on the (open source) tutorial for SVM posted at https://easychair.org/publications/paper/2msG

This offer is a freely available contribution of modern optimization theory, thus of Operational Research, to building up and advancing our countries.

link to material: https://easychair.org/publications/paper/2msG