Graph Neural Networks, Cell Complex Nets, Cxns, Simplicial Complex, Editors Pick.
this makes it rather challenging to train neural networks on these domains. Can we find a simpler representation of this space that preserves the algebraic structure of simplicial complexes, which we can exploit for deep learning applications? In this article, we argue that the theory of regular