FedPR

Similar projects

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

• guopengf/fl-mrcm46

  Federated learning for MRI

  Improves deep learning-based magnetic resonance image reconstruction using federated learning and multi-institutional collaboration

• tfzhou/fedfa57

  Federated feature augmentation library

  An ICLR 2023 paper implementation in PyTorch of Federated Feature Augmentation for federated learning with data augmentation and medical image analysis.

• 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.

• 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.

• ignavierng/notears-admm10

  Federated learning algorithm

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

• 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.

• 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

• omarfoq/fedem157

  Federated learning framework

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

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

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

• hongyouc/fed-rod14

  Federated Learning Framework

  Develops a framework to balance competing goals in federated learning by decoupling generic and personalized prediction tasks.

• ymjs-irfan/dp-fedsam42

  DPFL Algorithm

  This repository provides an implementation of a differentially private federated learning algorithm designed to improve the robustness and performance of federated machine learning systems.

• shengroup/pf_mab6

  Federated MAB algorithm

  An implementation of Federated Multi-Armed Bandits with Personalization using Python and Jupyter Notebook.

• mingruiliu-ml-lab/episode_plusplus0

  FL algorithm

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

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• jianyizhang123/flop8

  Federated Learning Experiment

  An experiment comparing different federated learning approaches for image classification tasks with non-iid datasets.