yjlee22 / CyclicAggregationLinks
PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS
☆16Updated 2 years ago
Alternatives and similar repositories for CyclicAggregation
Users that are interested in CyclicAggregation are comparing it to the libraries listed below
Sorting:
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 3 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆72Updated 3 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆88Updated 3 years ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆22Updated 11 months ago
- Similarity Guided Model Aggregation for Federated Learning☆26Updated 3 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆96Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆77Updated last month
- ☆52Updated last year
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆92Updated last year
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆19Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Updated 5 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆27Updated last year
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆150Updated last year
- ☆84Updated 4 years ago
- Pytorch implementations of some general federated optimization methods.☆52Updated last year
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Updated 2 years ago
- Simplified Implementation of FedPAC☆61Updated 2 years ago
- ☆75Updated 5 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Updated last year
- ☆55Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 3 years ago
- Accenture Labs Federated Learning☆106Updated last year
- ☆13Updated 2 years ago
- ☆27Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆90Updated last year
- fully ready experiments☆38Updated 3 years ago