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Google also has been moving to federated learning for their products such as Translation, Keyboard, Voice Recorder where the data doesnt leave the phone. Your p

• bestnameever 6y ago
  Some data could still leave the phone with federated learning. Although it is said to not be stored in the cloud. > It works like this: your device downloads the current model, improves it by learning from data on your phone, and then summarizes the changes as a small focused update. Only this update to the model is sent to the cloud, using encrypted communication, where it is immediately averaged with other user updates to improve the shared model. All the training data remains on your device, and no individual updates are stored in the cloud. > https://ai.googleblog.com/2017/04/federated-learning-collaborative.html https://ai.googleblog.com/2017/04/federated-learning-collabo...
  • bilal4hmed 6y ago
    awesome, thanks for sharing.