Neural Network Approximation: A View from Polytope Decomposition

ZeYu Li, ShiJun Zhang, TieYong Zeng +1

Universal approximation theory offers a foundational framework to verify neural network expressiveness, enabling principled utilization in real-world applications. However, most ex…