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FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Paper list of federated learning: About system design
The communication efficiency of federated learning is improved by sparsifying the parameters uploaded by the clients.