Algorithms for the Training of Neural Support Vector Machines
Machine Learning
2023-08-15 v1 Artificial Intelligence
Abstract
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.
Keywords
Cite
@article{arxiv.2308.07204,
title = {Algorithms for the Training of Neural Support Vector Machines},
author = {Lars Simon and Manuel Radons},
journal= {arXiv preprint arXiv:2308.07204},
year = {2023}
}
Comments
19 pages, 0 figures