FLuID

Similar projects

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

• gaoliang13/feddc81

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• sungwon-han/fedx69

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• 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.

• hongliny/fedac-neurips2014

  Federated learner

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

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• 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.

• ignavierng/notears-admm10

  Federated learning algorithm

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

• thupchnsky/mufc19

  Federated Clustering Library

  An implementation of a federated clustering approach with an unlearning mechanism to improve data privacy and security in distributed machine learning

• lx10077/fedavgpy255

  Federated Learning Study

  The purpose of this project is to investigate the convergence of a federated learning algorithm on non-IID (non-identically and independently distributed) data.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

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

• lins-lab/fedbr25

  Federated Learning Algorithm

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

• mingruiliu-ml-lab/episode_plusplus0

  FL algorithm

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

• wyjeong/fedmatch80

  Federated learning algorithm

  A project implementing Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

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

• diaoenmao/heterofl-computation-and-communication-efficient-federated-learning-for-heterogeneous-clients155

  Federated Learning Library

  An implementation of efficient federated learning algorithms for heterogeneous clients