fedpa

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.

• mc-nya/fednest6

  Federated Optimizer

  An implementation of a federated optimization algorithm for distributed machine learning

• debcaldarola/fedsam82

  Flat minimization optimizer

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

• litian96/fedprox655

  Federated optimizer

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

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• optimization-ai/icml2023_fedxl2

  Federated learner

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

• zackzikaixiao/fedgrab14

  Federated learner optimizer

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

• yuetan031/fedproto134

  Federated learning library

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

• 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.

• zfancy/sfat28

  Heterogeneity fixer

  Combating heterogeneity in federated learning by combining adversarial training with client-wise slack during aggregation

• ignavierng/notears-admm10

  Federated learning algorithm

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

• illidanlab/splitmix40

  Federated learning optimizer

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

• 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.

• omarfoq/fedem157

  Federated learning framework

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

• yamingguo98/fediir10

  Federated Learner

  An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships