/NSSVM

This Matlab package solves the support vector machines for the purpose of reducing the sample data so as to significantly fasten the computational speed.

Primary LanguageMATLABGNU General Public License v3.0GPL-3.0

NSSVM

Newton Method for Sparse Support Vector Machines

This Matlab solver was created based on the algorithm proposed by

Shenglong Zhou, Sparse SVM for Sufficient Data Reduction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10.1109/TPAMI.2021.3075339, 2021.

Please give credits to this paper if you use the code for your research.