arxivcs.LG2026-07-21
Do Sheaf Neural Networks Use Holonomy? A Measure--Intervene--Control Study
Geometric architectures are often justified by internal mechanisms such as rotations, yet task performance alone cannot show whether those mechanisms drive predictions. Using sheaf neural networks (SNNs) as a testbed, we introduce the first basis-independent measurement of traine…