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I want to perform personalization by training on individual devices without aggregating user data. Which technologies can leverage contextual information while preserving privacy?
①Sending all data to a centralized database
②How to paste the context as-is into a cloud model
③Only anonymization by simple randomization.
④Federated learning (distributed learning)
⑤An approach that uses only publicly available data.