"universal function approximation" Papers

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Expressivity of Neural Networks with Random Weights and Learned Biases

Ezekiel Williams, Alexandre Payeur, Avery Ryoo et al.

ICLR 2025posterarXiv:2407.00957
6
citations

ReLU Network with Width $d+\mathcal{O}(1)$ Can Achieve Optimal Approximation Rate

Chenghao Liu, Minghua Chen

ICML 2024poster