Leverage multi-task learning in Federated Learning

Instruction: Design a Federated Learning framework that incorporates multi-task learning to improve model personalization.

Context: Evaluates shared and task-specific parameters in federated multi-task learning, including personalization tradeoffs and the privacy risks of sharing updates.

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Multi-task learning fits federated setups when different clients or silos share some structure but do not have identical objectives...

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