FedNest

Similar projects

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

• 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

• unc-optimization/feddr8

  federated learning optimizers

  An implementation of algorithms for nonconvex federated learning optimization

• litian96/fedprox655

  Federated optimizer

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

• debcaldarola/fedsam82

  Flat minimization optimizer

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

• zackzikaixiao/fedgrab14

  Federated learner optimizer

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

• optimization-ai/icml2023_fedxl2

  Federated learner

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

• ljb121002/fednar6

  FedOpt Algorithm

  A Python implementation of federated optimization algorithm with normalized annealing regularization.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

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

• aelgabli/fednew17

  Newton-based FL optimizer

  An optimized Newton-type method for Federated Learning to balance communication efficiency and privacy preservation in machine learning model updates.

• dos-group/fedzero19

  Federated Learning Optimizer

  An implementation of federated learning optimized for training on renewable energy sources and spare compute capacity to minimize carbon emissions.

• xidongwu/federated-minimax-and-conditional-stochastic-optimization1

  Optimization framework

  This project presents optimization techniques for federated learning and minimax games in the context of machine learning

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• yuetan031/fedproto134

  Federated learning library

  An implementation of federated learning with prototype-based methods across heterogeneous clients

• hongliny/fedac-neurips2014

  Federated learner

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