rlskit13 / Asynchronous-Federated-Learning-MNIST-Image-Classifier
Asynchronous Federated Learning MNIST Image Classifier using Convolutional Neural-Network
☆10Updated 2 years ago
Alternatives and similar repositories for Asynchronous-Federated-Learning-MNIST-Image-Classifier:
Users that are interested in Asynchronous-Federated-Learning-MNIST-Image-Classifier are comparing it to the libraries listed below
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆20Updated 3 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆38Updated 2 years ago
- Asynchronous Federated Learning☆18Updated 3 years ago
- Similarity Guided Model Aggregation for Federated Learning☆23Updated 2 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆24Updated 2 years ago
- ☆31Updated 2 years ago
- ☆28Updated 2 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆59Updated last year
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆34Updated 7 months ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆122Updated last year
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆76Updated 5 months ago
- A project for simulation of Asynchronous Federated Learning☆21Updated 3 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆67Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆38Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆109Updated 4 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆28Updated 2 years ago
- ☆23Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆74Updated 2 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆73Updated 4 years ago
- Active Client Selection for Federated Learning☆42Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆84Updated last year
- ☆11Updated last year
- fully ready experiments☆35Updated 2 years ago
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆16Updated 5 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- demo☆20Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆45Updated last year
- ☆17Updated last year