FedNew

Similar projects

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

• mc-nya/fednest6

  Federated Optimizer

  An implementation of a federated optimization algorithm for distributed machine learning

• 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.

• debcaldarola/fedsam82

  Flat minimization optimizer

  Improving generalization in federated learning by seeking flat minima through optimization techniques

• ns-phd-research/haccs4

  Device-aware FL optimizer

  Improves federated learning by accounting for device and data differences during training

• zackzikaixiao/fedgrab14

  Federated learner optimizer

  A tool for training federated learning models with adaptive gradient balancing to handle class imbalance in multi-client scenarios.

• litian96/fedprox655

  Federated optimizer

  An optimization framework designed to address heterogeneity in federated learning across distributed networks

• divyansh03/fedexp9

  Federated Averaging Optimizer

  An implementation of a federated averaging algorithm with an extrapolation approach to speed up distributed machine learning training on client-held data.

• alshedivat/fedpa50

  Decentralized optimizer

  A modular JAX implementation of federated learning via posterior averaging for decentralized optimization

• hongliny/fedac-neurips2014

  Federated learner

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

• lipingyi/qsfl12

  FL optimizer

  An optimization framework for federated learning

• hui-po-wang/progfed20

  Federated learning optimization

  An approach to efficient federated learning by progressively training models on client devices with reduced communication and computation requirements.

• illidanlab/splitmix40

  Federated learning optimizer

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

• zoesgithub/fedreg26

  FL accelerator

  An algorithm to improve convergence rates and protect privacy in Federated Learning by addressing the catastrophic forgetting issue during local training

• ignavierng/notears-admm10

  Federated learning algorithm

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