Posted on August 21, 2019
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Federated Learning
This one is interesting from a real-world/privacy angle. We know that we’re going to see more and more deep learning on phones. And we’re going to have our phones start to adapt to us. But we’d also like to know how to leverage data from other peoples activities, but in a private way. How can we train things in this regime? How should distributed training even work? This paper presents some current research, challenges, and ideas for the future.
