tjdghks994 / FedPSO
FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FedPSO
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆55Updated 9 months ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆41Updated 2 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆56Updated last year
- Differentially Private Federated Learning on Heterogeneous Data☆59Updated 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☆34Updated 2 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆19Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆42Updated last year
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆64Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆32Updated last year
- ☆30Updated 2 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆64Updated 2 years ago
- ☆23Updated 11 months ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆33Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆66Updated 2 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆21Updated this week
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆62Updated last year
- ☆52Updated 2 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆13Updated 3 months ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆70Updated 4 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆23Updated 2 years ago
- Asynchronous Federated Learning☆17Updated 3 years ago
- demo☆19Updated 3 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆42Updated last year
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 2 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆38Updated 2 years ago
- Similarity Guided Model Aggregation for Federated Learning☆22Updated 2 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆11Updated 2 years ago