🔬 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）来进行聚类簇的动态划分。
☆69Mar 29, 2023Updated 2 years ago
Alternatives and similar repositories for FedCom
Users that are interested in FedCom are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆12Apr 28, 2024Updated last year
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Oct 6, 2023Updated 2 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数，提高簇模型精度，缓解用户孤立的问题☆36Apr 21, 2022Updated 3 years ago
- 🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled…☆31Jun 1, 2024Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Mar 16, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 利用联邦学习进行高校学生成绩预测研究，并使用Streamlit搭建了简易的可视化平台☆26Jun 20, 2022Updated 3 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- ☆10May 22, 2023Updated 2 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆20Apr 28, 2022Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆122Oct 22, 2020Updated 5 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆81Aug 6, 2022Updated 3 years ago
- ☆17Aug 5, 2024Updated last year
- IJCAI-Personalized Federated Learning with Graph☆57May 27, 2023Updated 2 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆70Nov 24, 2022Updated 3 years ago
- 联邦学习分布式训练MNist数据集☆63Jun 11, 2019Updated 6 years ago
- 这是一个基于Minist数据集的横向联邦学习实现☆16Apr 14, 2021Updated 4 years ago
- ☆17Oct 12, 2023Updated 2 years ago
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆64Dec 27, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,093Jan 25, 2026Updated 2 months ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Implement FedAvg algorithm based on Tensorflow☆267Dec 6, 2020Updated 5 years ago
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆45Sep 17, 2025Updated 6 months ago
- ☆184Mar 14, 2023Updated 3 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- fully ready experiments☆39Jul 18, 2022Updated 3 years ago
- 武汉大学本科毕设代码--图联邦学习系统设计与实现☆14Jun 5, 2023Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆49Mar 8, 2021Updated 5 years ago
- ☆29Jun 3, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Accenture Labs Federated Learning☆106Mar 13, 2024Updated 2 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆675Jan 25, 2026Updated 2 months ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆67Mar 12, 2025Updated last year
- 本项目演示联邦学习方法☆11Aug 1, 2019Updated 6 years ago
- The official Tensorflow implementation of the paper "Learning Unified Hyper-network for Multi-modal MR Image Synthesis and Tumor Segmenta…☆14Oct 5, 2023Updated 2 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 4 years ago