Awesome Federated Learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
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Awesome Federated Learning482
a year agomitShell
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
a year ago6mitPython
Federated Optimization in Heterogeneous Networks (MLSys '20)
Awesome Federated Computing448
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:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
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Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
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Source code for paper "How to Backdoor Federated Learning" (
Gan Attack Against Federated Deep Learning46
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The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
Lg Fedavg46
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Federated Learning with Local and Global Representations
Foltr Es33
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The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.
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Robust aggregation for federated learning with the RFA algorithm.
Simplicial Fl20
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Simplicial-FL to manage client device heterogeneity in Federated Learning
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