Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise

Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, F. Proske, Antonio Orvieto +1 more
2/12/2026

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@article{compagnoni2026adaptive,
  title  = {Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise},
  author = {Enea Monzio Compagnoni and Tianlin Liu and Rustem Islamov and F. Proske and Antonio Orvieto and Aurélien Lucchi},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:293ad60e61a1b77361b5e269c3c348ea0260502f},
  journal = {ICLR 2025 2025}
}

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