universal approximation theorem

Progressive Approximation in Deep Residual Networks: Theory and Validation

Researchers have introduced Layer-wise Progressive Approximation (LPA), a new training principle for deep residual networks. This method reframes residual networks as a layer-by-layer approximation process, demonstratin…