On-device machine learning platform

Topics: Data Mining, Indexing, Personalization, Probably in use, User Signals

5/5 - (1 vote)

The Google patent describes an on-device machine learning platform that enables on-device prediction, training, example collection, and other machine learning tasks. It allows applications to access machine learning models via APIs without needing to implement the models themselves. The platform includes a centralized example database for storing training data and can inject contextual information into examples while maintaining privacy. It provides benefits like personalization, improved model accuracy through federated learning, and reduced network traffic by performing machine learning tasks locally on the device.

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