cpSGD: Communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix Xinnan X. Yu, Sanjiv Kumar, Brendan McMahan

Feb-12-2026, 10:18:36 GMT–Neural Information Processing Systems

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

binomial mechanism, communication cost, mechanism, (15 more...)

Neural Information Processing Systems

Feb-12-2026, 10:18:36 GMT

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Country:
- Europe > Italy
  - Calabria > Catanzaro Province > Catanzaro (0.04)
- North America
  - Canada > Quebec
    - Montreal (0.04)
  - United States > New Jersey
    - Mercer County > Princeton (0.04)

Industry:
- Information Technology > Security & Privacy (0.68)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Neural Networks (0.69)
  - Statistical Learning > Gradient Descent (0.56)

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cpSGD: Communication-efficient and differentially-private distributed SGD
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