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weimingwill
awesome-federated-learning weimingwill
94
652
mit
24
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
non-iid privacy data-privacy meta-learning machine-learning federated-learning federated-optimization communication-efficiency distributed-optimization statistical-heterogeneity federated-learning-framework decentralized-federated-learning differential-privacy-deep-learning
Created 2019-11-10
85 commits to master branch, last one about a year ago
litian96
FedProx litian96
157
635
mit
5
Federated Optimization in Heterogeneous Networks (MLSys '20)
parallel-learning large-scale-learning federated-optimization distributed-optimization
Created 2019-01-25
13 commits to master branch, last one 3 years ago