thu-media / TwoStreamFederatedLearning
The implementation of "Two-Stream Federated Learning: Reduce the Communication Costs" (VCIP 2018)
☆15Updated 5 years ago
Alternatives and similar repositories for TwoStreamFederatedLearning:
Users that are interested in TwoStreamFederatedLearning are comparing it to the libraries listed below
- tf implementation of federated learning☆42Updated 5 years ago
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆36Updated 5 years ago
- Federated Multi-Task Learning☆130Updated 6 years ago
- Attentive Federated Learning for Private NLM☆61Updated 9 months ago
- Federated Learning over Wireless Networks☆47Updated 3 years ago
- This repository implements FEDL using pytorch☆54Updated 4 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆28Updated 5 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year
- ☆93Updated 3 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 9 months ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆57Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆247Updated last year
- ☆26Updated 5 years ago
- SCAFFOLD and FedAvg implementation☆60Updated 3 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 5 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆74Updated 4 years ago
- ☆23Updated last year
- ☆30Updated 2 years ago
- vector quantization for stochastic gradient descent.☆34Updated 4 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Updated 4 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Updated 4 years ago
- ☆111Updated 4 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆28Updated this week
- ☆24Updated 5 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- ☆168Updated 7 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆17Updated 2 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆115Updated 4 years ago