Quasi-Newton-S3VM

An implementation of the Quasi-Newton Semi-Supervised Support Vector Machine Algorithm as described in [1] and [2]

References

[1]: Fabian Gieseke, Antti Airola, Tapio Pahikkala, and Oliver Kramer. Fast and Simple Gradient-Based Optimization for Semi-Supervised Support Vector Machines. Neurocomputing (ICPRAM 2012 Special Issue) 123(10):23-32, 2014.

[2]: Fabian Gieseke, Antti Airola, Tapio Pahikkala, and Oliver Kramer. Sparse Quasi-Newton Optimization for Semi-Supervised Support Vector Machines. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012). 2012, 45-54.