Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization

Yajie Bao, Amarda Shehu, Mingrui Liu
2/12/2026

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@article{bao2026global,
  title  = {Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization},
  author = {Yajie Bao and Amarda Shehu and Mingrui Liu},
  year   = {2026},
  doi    = {10.52202/075280-1070},
  url    = {https://doi.org/10.52202/075280-1070},
  journal = {NEURIPS 2023 2023}
}

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