awesome-federated-learning
github.com/chaoyanghe/awesome-federated-learning ↗FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
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Publications in Top-tier ML/CV/NLP/DM Conference (ICML, NeurIPS, ICLR, CVPR, ACL, AAAI, KDD)
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Publications in Top-tier ML/CV/NLP/DM Conference (ICML, NeurIPS, ICLR, CVPR, ACL, AAAI, KDD)
- FedBoost: A Communication-Efficient Algorithm for Federated LearningICML
Google Research, NYU
- Federated Learning with Only Positive LabelsICML
Google Research
- FetchSGD: Communication-Efficient Federated Learning with SketchingICML
UC Berkeley, JHU, Amazon
- From Local SGD to Local Fixed-Point Methods for Federated LearningICML
KAUST
- SCAFFOLD: Stochastic Controlled Averaging for Federated LearningICML
EPFL, Google Research
Showing a sample of 5 resources. View the full list on GitHub →