feddst

Similar projects

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

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

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

• mediabrain-sjtu/feddisco68

  Federated learner

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

• yuetan031/fedproto134

  Federated learning library

  An implementation of federated learning with prototype-based methods across heterogeneous clients

• bytedance/feddecorr64

  Federated Learning Algorithms

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

• xtra-computing/fedov17

  Federated Learning Framework

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

• federatedai/fate-client3

  Federated Learning Toolkit

  Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner.

• 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.

• 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.

• berivanisik/sparse-random-networks29

  Federated Learning Framework

  Implementation of a communication-efficient federated learning framework using sparse random neural networks.

• xiyuanyang45/dynamicpfl57

  Federated learning method

  A method for personalizing machine learning models in federated learning settings with adaptive differential privacy to improve performance and robustness

• 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.

• gaoliang13/feddc81

  Federated learner

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

• diogenes0319/fedmd_clean150

  Federated Learning Framework

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