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Decentralized Federated Multi-Task Learning and System Design

We designed a decentralized multi-task learning framework and a novel optimization algorithm to collaboratively train models over distributed devices by only sharing their gradient periodically

Chaoyang He, Tian Xie, Zhengyu Yang, Zijian Hu, Shuai Xia

Last updated on Jun 1, 2021 16 min read

Decentralized Federated Multi-Task Learning and System Design