2025
On the VC dimension of deep group convolutional neural networks
NeurIPS 2025poster
Recent works have introduced new equivariant neural networks, motivated by their improved generalization compared to traditional deep neural networks. While experiments support this advantage, the theoretical understanding of their generalization properties remains limited. In this paper, we analyze…