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Academics

Overcoming Forgetting in Federated Learning on Non-IID Data

We tackle the problem of Federated Learning in the non i.i.d. case, in which local models drift apart, inhibiting learning. […]

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White Paper

Distributed Training on Edge Devices. Large Batch vs. Federated Learning

An Edgify Research Team Publication This is the first, introductory post, in our three part algorithmic series on real-world distributed training on […]

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White Paper

Distributed training on edge devices: Batch Normalization with Non-IID data

an Edgify Research Team Publication In the first post of this series, we presented two basic approaches to distributed training on edge devices. In […]

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Recent Posts

  • Overcoming Forgetting in Federated Learning on Non-IID Data
  • Distributed Training on Edge Devices. Large Batch vs. Federated Learning
  • Distributed training on edge devices: Batch Normalization with Non-IID data
  • Distributed Training on Edge Devices: Communication compression
  • Edgify at Shufersal

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