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Re:Core ML: Integrate machine learning models into your app by cshenton on Tuesday June 06, 2017 @09:25AM (#14497008)
Federated Learning. It's something Google does at the Android level, but I don't think they provide an API for app developers to train on device.

Another use case is privacy: ship a pretrained facenet style model and let it learn to map your address book to faces in your photos without your data leaving the device.

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