Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes

Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach

Feb-12-2026, 06:17:29 GMT–Neural Information Processing Systems

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

algorithm, gradient descent, neural information processing system, (11 more...)

Neural Information Processing Systems

Feb-12-2026, 06:17:29 GMT

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Country:
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  - Germany > Baden-Württemberg
    - Stuttgart Region > Stuttgart (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)
- North America > Canada
  - Quebec > Montreal (0.04)

Genre:
- Research Report > New Finding (0.46)

Industry:
- Education > Focused Education > Special Education (0.41)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.92)

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Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes
Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes

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