FedSR

Federated Learning Method

An implementation of a domain generalization method for federated learning using Python and PyTorch

GitHub

26 stars
3 watching
4 forks
Language: Python
last commit: over 3 years ago

Related projects:

RepositoryDescriptionStars
yamingguo98/fediirAn implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships10
pengyang7881187/fedrlEnabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data56
sungwon-han/fedxAn unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.69
xiyuanyang45/dynamicpflA method for personalizing machine learning models in federated learning settings with adaptive differential privacy to improve performance and robustness57
yuetan031/fedprotoAn implementation of federated learning with prototype-based methods across heterogeneous clients134
idanachituve/pfedgpAn implementation of Personalized Federated Learning with Gaussian Processes using Python.32
hongliny/fedac-neurips20Provides code for a federated learning algorithm to optimize machine learning models in a distributed setting.14
codepothunter/fednpA framework for non-IID federated learning via neural propagation6
haozzh/fedcrEvaluates various methods for federated learning on different models and tasks.19
dawenzi098/sfl-structural-federated-learningA Python implementation of Personalized Federated Learning with Graph using PyTorch.49
lyn1874/fedpvrAn implementation of a federated learning algorithm for handling heterogeneous data6
tsingz0/fedalaAn implementation of a federated learning method for personalized models on non-iid datasets.116
yutong-dai/fednhAn implementation of a federated learning framework for handling data heterogeneity in decentralized settings38
jiayunz/fedalignDevelops an alignment framework for federated learning with non-identical client class sets4
ignavierng/notears-admmAn implementation of Bayesian network structure learning with continuous optimization for federated learning.10