most citedNearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives

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math.NA2023

Optimal Deep Neural Network Approximation for Korobov Functions with respect to Sobolev Norms

Yahong Yang, Yulong Lu

This paper establishes the nearly optimal rate of approximation for deep neural networks (DNNs) when applied to Korobov functions, effectively overcoming the curse of dimensionalit…