Universal approximations of permutation invariant/equivariant functions by deep neural networks

Akiyoshi Sannai, Yuuki Takai, Matthieu Cordonnier

In this paper, we develop a theory about the relationship between $G$-invariant/equivariant functions and deep neural networks for finite group $G$. Especially, for a given $G$-inv…