09-04-2020
Overcoming Forgetting in Federated Learning on Non-IID Data
Edgify’s Collaborated Method for Distributed Learning, to be Fully Released at NeurIPS this Year! Overview There is a growing interest…
04-11-2019
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…
30-08-2019
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…
30-08-2019
Distributed Training on Edge Devices: Communication compression
An Edgify.ai Research Team Publication In the first post of this series we presented two basic approaches to distributed training on edge…