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Microsoft Research Focus 09 edition, week of February 6, 2023
微软研究院博客

Welcome to Research Focus, a new series …

This diagram shows a payload exchange between a server, inside Worker 0, and clients that live inside Workers 2 and 3. First, the server pushes the central ML model plus the clients’ data to Workers 2 and 3. Then, each client trains the model with their local data. Finally, the clients send the pseudo-gradients of this new model back to the server for aggregation and the creation of a new global model.
微软研究院博客

| Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Eduardo Madrigal Diaz, Andre Manoel, 和 Robert Sim

Federated learning has become a major ar…