FedTHE

Similar projects

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

• lins-lab/fedbr25

  Federated Learning Algorithm

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

• jinheonbaek/fed-pub45

  Federated Learning Framework

  Personalized Subgraph Federated Learning framework for distributed machine learning

• royson/fedl2p19

  Personalized Learning Model Trainer

  This project enables personalized learning models by collaborating on learning the best strategy for each client

• krishnap25/fl_partial_personalization2

  Federated Learning Framework

  A framework for federated learning with partial model personalization

• tsingz0/fedcp25

  Feature separator

  A framework that separates feature information from data in federated learning to enable personalized models.

• omarfoq/fedem157

  Federated learning framework

  Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.

• 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.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

  An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

• optimization-ai/icml2023_fedxl2

  Federated learner

  An implementation of a federated learning algorithm for optimization problems with compositional pairwise risk optimization.

• sap-samples/machine-learning-diff-private-federated-learning365

  Federated Learning Simulator

  Simulates a federated learning setting to preserve individual data privacy

• litian96/ditto138

  Federated Learning Framework

  A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems.

• xtra-computing/fedov17

  Federated Learning Framework

  Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.

• ibm/reprogrammble-fl5

  Federated Learning Optimizer

  Improves utility-privacy tradeoff in federated learning by reprogramming models to balance data utility and user privacy.

• allenbeau/pfedbayes52

  Personalized Fed Learning Model

  An implementation of personalized federated learning using variational Bayesian inference on the MNIST dataset

• illidanlab/splitmix40

  Federated learning optimizer

  An algorithm for distributed learning with flexible model customization during training and testing