Dense Neural Networks are not Universal Approximators
arXiv:2602.07618v3 Announce Type: replace-cross
Abstract: We investigate the approximation capabilities of dense neural networks. While universal approximation theorems establish that sufficiently large architectures can approximate arbitrary continuo…