Partition-of-Unity Gaussian Kolmogorov-Arnold Networks
arXiv:2604.23599v1 Announce Type: cross
Abstract: Gaussian basis functions provide an efficient and flexible alternative to spline activations in KANs. In this work, we introduce the partition-of-unity Gaussian KAN (PU-GKAN), a Shepard-type normalized…