SUPN: Shallow Universal Polynomial Networks

Zachary Morrow, Michael Penwarden, Brian Chen +3

Deep neural networks (DNNs) and Kolmogorov-Arnold networks (KANs) are popular methods for function approximation due to their flexibility and expressivity. However, they typically…