Author

Shaojie Li

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#machine learning May 2026

Pointwise Generalization in Deep Neural Networks

The results indicate that deep networks are mathematically tractable in practical regimes and that their generalization is sharply explained by pointwise, feature-spectrum-aware complexity.

Shaojie Li, Yunbei Xu · arXiv.org · 2 citations