Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model

Guodong Zhang, Lala Li, Zachary Nado, James Martens, Sushant Sachdeva, George Dahl, Chris Shallue, Roger B. Grosse

Mar-13-2026, 17:43:18 GMT–Neural Information Processing Systems

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

batch size, plain sgd, sgd, (14 more...)

Neural Information Processing Systems

Mar-13-2026, 17:43:18 GMT

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  - Machine Learning > Neural Networks (1.00)
  - Representation & Reasoning > Optimization (0.69)

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Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model

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