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11 search results found

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Awesome Federated Learning ⭐ 482

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Awesome Federated Computing ⭐ 448

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Awesome Federated Learning On Graph And Gnn Papers ⭐ 225

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

Awesome Edge Machine Learning ⭐ 200

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

Flpapers ⭐ 68

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

Awesome Asynchronous Federated Learning ⭐ 68

📦 Collect some Asynchronous Federated Learning papers.

Flsystem Paper ⭐ 49

Federated Learning Systems Paper List

Federated Learning Papers ⭐ 48

Papers related to federated learning in top conferences (2020-2024).

Lassoadmm ⭐ 36

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Fl Paper Update Tracker ⭐ 12

Track Federated Learning Papers

Federated Xgboost ⭐ 11

Federated Learning on XGBoost

Federatedlearningwithsvrg ⭐ 10

The code in order to implement SVRG on Federated System

White_papers ⭐ 7

A mirror of the Open Risk white paper collection

System Design For Federated Learning ⭐ 5

Paper list of federated learning: About system design

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