An iterative learning algorithm for support vector classification


Sparse Coding Neural Gas

A method for learning overcomplete data representations and performing overcomplete blind source separation


Neural Gas for Dictionary Learning

Robust and Fast Learning of Sparse Codes with Stochastic Gradient Descent


Digit recognition

A simple method for high-performance digit recognition based on sparse coding


Novelty Detection

A collection of methods for novelty detection, one-class classification, and density estimation.


Support Feature Machine

A method for classification with the least number of features