Understanding the Role of Momentum in Stochastic Gradient Methods

Igor Gitman, Hunter Lang, Pengchuan Zhang, Lin Xiao

Mar-23-2025, 12:12:36 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, convergence rate, machine learning, (17 more...)

Neural Information Processing Systems

Mar-23-2025, 12:12:36 GMT

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Country:
- Europe (0.68)
- North America > United States (0.46)

Genre:
- Research Report > New Finding (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Statistical Learning
    - Gradient Descent (0.53)
  - Representation & Reasoning > Mathematical & Statistical Methods (0.52)

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Understanding the Role of Momentum in Stochastic Gradient Methods

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