no code implementations • 12 Feb 2024 • Billy J. Franks, Christopher Morris, Ameya Velingker, Floris Geerts
Moreover, we focus on augmenting $1$-WL and MPNNs with subgraph information and employ classical margin theory to investigate the conditions under which an architecture's increased expressivity aligns with improved generalization performance.
