Publications

04-11-2019

If AI isn’t trained on the edge, is it any use?

Recently our Deep Tech pod hosted an evening at Google’s Startups Campus entitled ‘AI on the edge’. We heard from a prize collection of…
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

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…
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…