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:
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆51Updated 2 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆65Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆79Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆68Updated 2 years ago
- ☆30Updated 3 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆128Updated 5 years ago
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆40Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆83Updated 10 months ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆107Updated 2 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆127Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- 🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)☆21Updated this week
- Codebase for An Efficient Framework for Clustered Federated Learning.☆117Updated 4 years ago
- Active Client Selection for Federated Learning☆47Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆162Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆206Updated 3 years ago
- ☆64Updated 7 months ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆153Updated 3 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆95Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆135Updated 6 months ago
- ☆29Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- ☆31Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆144Updated 3 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆191Updated last month