Fed-RoD

Similar projects

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

• haozzh/fedcr19

  Federated Learning Framework

  Evaluates various methods for federated learning on different models and tasks.

• zlz0414/feddar2

  Federated Learning Framework

  A framework for federated representation learning with domain awareness in multi-model scenarios.

• xtra-computing/fedov17

  Federated Learning Framework

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

• jiayunz/fedalign4

  Federated Learning Framework

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

• fangxiuwen/robust_fl43

  Federated Learning Framework

  An implementation of a robust federated learning framework for handling noisy and heterogeneous clients in machine learning.

• kai-yue/ntk-fed3

  Federated Learning Framework

  A framework for federated learning that leverages the neural tangent kernel to address statistical heterogeneity in distributed machine learning.

• wenkehuang/fccl97

  Federated Learning Framework

  A framework for tackling heterogeneity and catastrophic forgetting in federated learning by leveraging cross-correlation and similarity learning

• bytedance/feddecorr64

  Federated Learning Algorithms

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

• krishnap25/fl_partial_personalization2

  Federated Learning Framework

  A framework for federated learning with partial model personalization

• yutong-dai/fednh38

  Federated Learning Framework

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

• litian96/ditto138

  Federated Learning Framework

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

• omarfoq/fedem157

  Federated learning framework

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

• galaxylearning/gfl243

  Federated learning platform

  A decentralized federated learning framework based on blockchain and PyTorch.

• hongliny/fedac-neurips2014

  Federated learner

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

• jinheonbaek/fed-pub45

  Federated Learning Framework

  Personalized Subgraph Federated Learning framework for distributed machine learning