Algebraic geometry of rational neural networks

Alexandros Grosdos, Elina Robeva, Maksym Zubkov

We study the expressivity of rational neural networks (RationalNets) through the lens of algebraic geometry. We consider rational functions that arise from a given RationalNet to b…