dunzeng / StoCFL
Code for paper - Stochastic Clustered Federated Learning
☆11Updated 11 months ago
Alternatives and similar repositories for StoCFL:
Users that are interested in StoCFL are comparing it to the libraries listed below
- ☆33Updated 3 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- ☆26Updated last year
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆16Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 7 months ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- ☆30Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- ☆36Updated 3 years ago
- fully ready experiments☆37Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- Diverse Client Selection for Federated Learning via Submodular Maximization☆30Updated 2 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆69Updated 2 years ago
- ☆29Updated 2 years ago
- Tutorials and paper lists for federated learning☆67Updated 2 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆35Updated 10 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆49Updated 3 months ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆33Updated 6 months ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆78Updated 2 years ago
- Codes for FedKD☆56Updated 2 years ago
- ☆23Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆21Updated last year
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆19Updated last year
- ☆77Updated 3 years ago
- Simplified Implementation of FedPAC☆56Updated last year
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆68Updated 7 months ago
- Official Code for PACFL AAAI 2023☆43Updated last year
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 9 months ago