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

Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, Frank Norbert Proske, Antonio Orvieto, Aurélien Lucchi. Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise. In The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. OpenReview.net, 2025. [doi]

Authors

Enea Monzio Compagnoni

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Tianlin Liu

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Rustem Islamov

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Frank Norbert Proske

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Antonio Orvieto

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Aurélien Lucchi

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