liukanshan1 / Fed-AvgLinks
联邦学习ECG心电图诊断模型训练与预测
☆18Updated last year
Alternatives and similar repositories for Fed-Avg
Users that are interested in Fed-Avg are comparing it to the libraries listed below
Sorting:
- 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☆24Updated 3 years ago
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算,使用C++实现☆11Updated last year
- This is the code for my master thesis.☆17Updated 2 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆109Updated 3 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆76Updated 2 years ago
- ☆22Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆136Updated 8 months ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆26Updated 7 months ago
- 联邦学习隐私保护综述☆34Updated 3 years ago
- ☆31Updated 2 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- 🔬 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
- 📦 基于 PaddleFL 框架的联邦学习医疗影像识别 GUI☆67Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated last year
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Updated last year
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆24Updated last year
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算,使用Java实现☆10Updated last year
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Updated 3 years ago
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆28Updated last year
- 使用pytorch,mnist、cifar数据集实现基础的联邦学习(平局聚合、不含加密过程)☆30Updated 3 years ago
- Modeling Global Distribution for Federated Learning with Label Distribution Skew☆42Updated last year
- 中科大密码学大作业:在breast cancer数据集上实现了纵向联邦学习与标签差分隐私结合☆15Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 3 months ago
- This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).☆86Updated 3 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 5 months ago
- An implementation of FedHealth☆11Updated 4 years ago
- This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual Inter…☆107Updated 2 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆21Updated 3 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 years ago
- ☆12Updated 9 months ago