FedBR

Similar projects

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

• lunanbit/fedul33

  Federated Learning Approach

  This project presents an approach to federated learning that leverages unsupervised techniques to adapt models to unlabeled data without requiring labels.

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• lins-lab/fedthe53

  Personalization software

  Improves machine learning models for personalized performance under evolving test distributions in distributed environments

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

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

• hongliny/fedac-neurips2014

  Federated learner

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

• ignavierng/notears-admm10

  Federated learning algorithm

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

• optimization-ai/icml2023_fedxl2

  Federated learner

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

• 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.

• gaoliang13/feddc81

  Federated learner

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

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

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

• mingruiliu-ml-lab/episode_plusplus0

  FL algorithm

  An algorithm for Federated Learning that handles client subsampling and data heterogeneity with unbounded smoothness

• mediabrain-sjtu/pfedgraph26

  Federated Learning

  This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

• pengyang7881187/fedrl56

  Federated Learning

  Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data

• xtra-computing/fedov17

  Federated Learning Framework

  Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.

• litian96/fair_flearn244

  Fair learning algorithm

  This project develops and evaluates algorithms for fair resource allocation in federated learning, aiming to promote more inclusive AI systems.