Collective Kernel EFT for Pre-activation ResNets
arXiv:2604.15742v1 Announce Type: new
Abstract: In finite-width deep neural networks, the empirical kernel $G$ evolves stochastically across layers. We develop a collective kernel effective field theory (EFT) for pre-activation ResNets based on a $G$-…