Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods

Ma, Avery; Pan, Yangchen; Farahmand, Amir-Massoud; Ma, Avery; Pan, Yangchen; Farahmand, Amir-Massoud

Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods

Avery Ma, Yangchen Pan, Amir-Massoud Farahmand

Article (2023)

Document published while its authors were not affiliated with Polytechnique Montréal

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https://publications.polymtl.ca/63172/

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Transactions on Machine Learning Research

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https://jmlr.org/tmlr/papers/

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oai:publications.polymtl.ca:63172

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Date Deposited:

03 Mar 2025 18:46

Last Modified:

14 Oct 2026 14:23

Cite in APA 7:

Ma, A., Pan, Y., & Farahmand, A.-M. (2023). Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods. Transactions on Machine Learning Research, 57 pages. https://jmlr.org/tmlr/papers/

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