Progressive Approximation in Deep Residual Networks: Theory and Validation
arXiv:2604.24154v1 Announce Type: cross
Abstract: The Universal Approximation Theorem (UAT) guarantees universal function approximation but does not explain how residual models distribute approximation across layers. We reframe residual networks as a …