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Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

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I have a recently accepted survey on FL. It focuses on system-level optimization and should bridge a gap in your listed literature. Please consider adding this information to your awesome...

Update with new FL book from IBMFL team, a new video/lecture from Flower and a blog post from OpenMined.

The urls of the following papers are wrong. 1.FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning 2.FedCorr: Multi-Stage Federated Learning for Label Noise Correction This paper appears twice:...

Hi, thanks for maintaining this excellent repository! I added our paper "FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation".