Necessary and sufficient conditions for universality of Kolmogorov-Arnold networks
arXiv:2604.23765v1 Announce Type: new
Abstract: We analyze the universal approximation property of Kolmogorov-Arnold Networks (KANs) in terms of their edge functions. If these functions are all affine, then universality clearly fails. How many non-aff…