Awesome Federated Learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Alternatives To Awesome Federated Learning
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Awesome Federated Learning482
a year agomitShell
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Fedprox465
a year ago6mitPython
Federated Optimization in Heterogeneous Networks (MLSys '20)
Awesome Federated Computing448
8 months agocc0-1.0
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Federated Learning300
3 years agomit
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
Backdoor_federated_learning102
3 years agomitPython
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Gan Attack Against Federated Deep Learning46
a year agomitPython
The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
Lg Fedavg46
3 years agomitPython
Federated Learning with Local and Global Representations
Foltr Es33
3 years agootherJupyter Notebook
The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published at WSDM 2019.
Rfa30
2 years ago2bsd-2-clausePython
Robust aggregation for federated learning with the RFA algorithm.
Simplicial Fl20
8 months ago1bsd-2-clausePython
Simplicial-FL to manage client device heterogeneity in Federated Learning
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