FedDC

Similar projects

Found by comparing what the projects do, not just their names.

• jiayunz/fedalign4

  Federated Learning Framework

  Develops an alignment framework for federated learning with non-identical client class sets

• lx10077/fedavgpy255

  Federated Learning Study

  The purpose of this project is to investigate the convergence of a federated learning algorithm on non-IID (non-identically and independently distributed) data.

• yamingguo98/fediir10

  Federated Learner

  An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships

• hongliny/fedac-neurips2014

  Federated learner

  Provides code for a federated learning algorithm to optimize machine learning models in a distributed setting.

• harliwu/fedamd2

  Federated Learning Algorithm

  This project presents an approach to federated learning with partial client participation by optimizing anchor selection for improving model accuracy and convergence.

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data

• mediabrain-sjtu/pfedgraph26

  Federated Learning

  This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

• sungwon-han/fedx69

  Federated Learning Algorithm

  An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.

• unc-optimization/feddr8

  federated learning optimizers

  An implementation of algorithms for nonconvex federated learning optimization

• ignavierng/notears-admm10

  Federated learning algorithm

  An implementation of Bayesian network structure learning with continuous optimization for federated learning.

• bytedance/feddecorr64

  Federated Learning Algorithms

  Implementation of various federated learning algorithms to mitigate dimensional collapse in heterogeneous federated learning environments

• jianyizhang123/flop8

  Federated Learning Experiment

  An experiment comparing different federated learning approaches for image classification tasks with non-iid datasets.

• yutong-dai/fednh38

  Federated Learning Framework

  An implementation of a federated learning framework for handling data heterogeneity in decentralized settings

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• yuetan031/fedstar60

  Graph classifier

  This project implements a federated learning algorithm for non-IID graph classification tasks by leveraging structural knowledge sharing.