Sharp Generalization for Nonparametric Regression by Over-Parameterized Neural Networks: A Distribution-Free Analysis in Spherical Covariate

Yingzhen Yang
2/14/2026
Semantic Scholar

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@article{yang2026sharp,
  title  = {Sharp Generalization for Nonparametric Regression by Over-Parameterized Neural Networks: A Distribution-Free Analysis in Spherical Covariate},
  author = {Yingzhen Yang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:d2ccf34f9eda282a6b671aa422abc07afb105016},
  journal = {ICML 2025 2025}
}

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