RSCFed

Similar projects

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

• xtra-computing/fedov17

  Federated Learning Framework

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

• 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.

• xtra-computing/fedsim25

  Federated Learning Framework

  A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.

• 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.

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

  An approach to heterogeneous federated learning allowing for model training on diverse devices with varying resources.

• omarfoq/fedem157

  Federated learning framework

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

• lxcnju/fedrepo175

  Federated learning framework

  An open-source repository implementing various federated learning algorithms with source code for multiple deep learning applications.

• bdemo/pfedbred_public9

  Federated Learning Framework

  A project that proposes a novel federated learning approach to address the issue of incomplete information in personalized machine learning models

• charliedinh/pfedme291

  Federated learning framework

  An implementation of Personalized Federated Learning with Moreau Envelopes and related algorithms using PyTorch for research and experimentation.

• dawenzi098/sfl-structural-federated-learning49

  Federated learning model

  A Python implementation of Personalized Federated Learning with Graph using PyTorch.

• chandra2thapa/splitfed-when-federated-learning-meets-split-learning134

  Federated Learning Suite

  An implementation of federated learning and split learning techniques with PyTorch on the HAM10000 dataset

• pengyang7881187/fedrl56

  Federated Learning

  Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data

• jinheonbaek/fed-pub45

  Federated Learning Framework

  Personalized Subgraph Federated Learning framework for distributed machine learning

• optimization-ai/icml2023_fedxl2

  Federated learner

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