  Neural support vector machines (NSVMs) allow for the incorporation of domain
knowledge in the design of the model architecture. In this article we introduce
a set of training algorithms for NSVMs that leverage the Pegasos algorithm and
provide a proof of concept by solving a set of standard machine learning tasks.

Machine Learning;Artificial Intelligence