Leverage multi-task learning in Federated Learning

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

Context: This question requires candidates to integrate multi-task learning with Federated Learning, enhancing personalization without compromising privacy.

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The way I'd think about it is this: Multi-task learning fits federated setups when different clients or silos share some structure but do not have identical objectives. Instead of forcing one rigid global model, the system can learn...

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