Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck Cadambe

Aug-20-2025, 01:13:30 GMT–Neural Information Processing Systems

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

artificial intelligence, machine learning, optimization problem, (16 more...)

Neural Information Processing Systems

Aug-20-2025, 01:13:30 GMT

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Country:
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)

Genre:
- Research Report > New Finding (1.00)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks > Deep Learning (1.00)
    - Statistical Learning (0.72)
  - Representation & Reasoning > Optimization (0.69)

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Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization

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