Algorithmic Experiences

Federated Learning: Collaborative Machine Learning without Centralized Training Data

Posted on 2017 April 15 by polgarp · Tagged in Google, Research, and Mobile
Original link: https://research.googleblog.com/2017/04/federated-learning-collaborative.html

Teaching models on the mobile’s, why not forwarding private data into the cloud sounds like something Apple would want to do, so it’s interesting Google is publishing a way to do this. This also sounds useful for general product development - you can release your app even without a properly trained network and / or enough user data, as the training can happen while the user’s are already using your app.

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