Publications
08-04-2020
Training AI at the Edge
A Revolution in Privacy Constraints for the World of AI AI everywhere.. Artificial intelligence is one of the most disruptive…
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…
30-08-2019
The Rise of The Edge Devices
In the Battle for Deep Learning Proliferation (This is an introductory post to the world of distributed learning. Watch out…
16-08-2019
The Ants Have it All Figured Out
How many times have we heard sentences like: “this is how we have always done it” or “everyone else does…