QiTianyu-0403 / FL_articlesLinks
Federated Learning Paper Reading List
☆23Updated 2 years ago
Alternatives and similar repositories for FL_articles
Users that are interested in FL_articles are comparing it to the libraries listed below
Sorting:
- IJCAI-Personalized Federated Learning with Graph☆55Updated 2 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆77Updated 5 years ago
- A simulation framework for Federated Learning written in PyTorch☆206Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆262Updated 4 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆73Updated last year
- ☆179Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆82Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆178Updated 4 years ago
- Tutorials and paper lists for federated learning☆67Updated 3 weeks ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆22Updated 2 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆56Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆149Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆165Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 6 months ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆164Updated 10 months ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆87Updated last year
- 🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)☆23Updated this week
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆66Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆39Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆143Updated 11 months ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆119Updated 5 years ago
- ☆176Updated last year
- Releasing the source code Version1.☆172Updated 4 years ago
- ☆77Updated last year