Decomposition of Equivariant Maps via Invariant Maps: Application to Universal Approximation under Symmetry

Akiyoshi Sannai, Yuuki Takai, Matthieu Cordonnier

In this paper, we develop a theory about the relationship between invariant and equivariant maps with regard to a group $G$. We then leverage this theory in the context of deep neu…