FedCollab

Similar projects

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

• litian96/fedprox655

  Federated optimizer

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

• 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.

• zackzikaixiao/fedgrab14

  Federated learner optimizer

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

• cuis15/learning-to-collaborate11

  Collaboration optimizer

  A research project focused on developing methods for learning to collaborate in multi-objective optimization problems using machine learning and deep learning techniques.

• 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.

• 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.

• 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.

• sungwon-han/fedx69

  Federated Learning Algorithm

  An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.

• zhenqincn/fedapen12

  Federated Learning Engine

  An implementation of cross-silo federated learning with adaptability to statistical heterogeneity

• clreda/near-optimal-federated1

  Collaborative Bandit Solver

  An open-source software project implementing collaborative learning in bandits to achieve near-optimal results

• 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

• mc-nya/fednest6

  Federated Optimizer

  An implementation of a federated optimization algorithm for distributed machine learning

• hongliny/fco-icml2112

  Federated Optimization Library

  This code repository provides an implementation of Federated Composite Optimization for decentralized machine learning