GradMA

Similar projects

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

• diogenes0319/fedmd_clean150

  Federated Learning Framework

  An implementation of a heterogenous federated learning framework using model distillation.

• gaoliang13/feddc81

  Federated learner

  Federated learning algorithm that adapts to non-IID data by decoupling and correcting for local drift

• bytedance/feddecorr64

  Federated Learning Algorithms

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

• bdemo/pfedbred_public9

  Federated Learning Framework

  A project that proposes a novel federated learning approach to address the issue of incomplete information in personalized machine learning models

• litian96/ditto138

  Federated Learning Framework

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

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

  This project enables federated learning across partially class-disjoint data with curated bilateral curation.

• hmgxr128/mifa_code9

  Federated Learning system

  An implementation of Fast Federated Learning under device unavailability for minimizing latency and achieving optimal convergence rates

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.

• mediabrain-sjtu/feddisco68

  Federated learner

  A federated learning framework with discrepancy-aware collaboration for decentralized data training

• 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.

• bibikar/feddst29

  Federated Learning Library

  An implementation of federated learning with sparse training and readjustment mechanisms to reduce communication overhead while maintaining model performance.

• kampmichael/feddc8

  Federated Learning Engine

  An implementation of federated daisy-chaining and model averaging for distributed machine learning

• xtra-computing/fedsim25

  Federated Learning Framework

  A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data