Hadamard Powers and Kernel Perceptrons
Rings and Algebras
2023-04-28 v2
Abstract
We study a relation between Hadamard powers and polynomial kernel perceptrons. The rank of Hadamard powers for the special case of a Boolean matrix and for the generic case of a real matrix is computed explicitly. These results are interpreted in terms of the classification capacities of perceptrons.
Keywords
Cite
@article{arxiv.2207.08853,
title = {Hadamard Powers and Kernel Perceptrons},
author = {Tobias Damm and Nicolas Dietrich},
journal= {arXiv preprint arXiv:2207.08853},
year = {2023}
}
Comments
12 pages