jaemin-shin / FedBalancer
☆27Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FedBalancer
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆31Updated last year
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆79Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆47Updated last year
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆34Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆20Updated 2 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆38Updated last year
- ☆43Updated 2 years ago
- Federated Dynamic Sparse Training☆29Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 2 months ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆123Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆67Updated 2 years ago
- ☆55Updated 3 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆151Updated last year
- Federated learning with model quantization☆14Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆23Updated 6 months ago
- ☆23Updated 3 years ago
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆54Updated 2 years ago
- Code for ScaleFL☆29Updated last year
- ☆21Updated 5 months ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆45Updated last year
- Four Federated learning datasets for Human Activity Recognition☆50Updated last year
- ☆27Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆115Updated 2 years ago
- ☆24Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆77Updated last year
- Releasing the source code Version1.☆128Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆105Updated 4 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆21Updated last year