"neural network expressivity" Papers

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Exact Expressive Power of Transformers with Padding

Will Merrill, Ashish Sabharwal

NEURIPS 2025arXiv:2505.18948
7
citations

Expressivity of Neural Networks with Random Weights and Learned Biases

Ezekiel Williams, Alexandre Payeur, Avery Ryoo et al.

ICLR 2025arXiv:2407.00957
7
citations

Characterizing ResNet's Universal Approximation Capability

Chenghao Liu, Enming Liang, Minghua Chen

ICML 2024