sparse-random-networks

Similar projects

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

• bibikar/feddst29

  Federated Learning Library

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

• omarfoq/fedem157

  Federated learning framework

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

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

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

• 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

• 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.

• flint-xf-fan/byzantine-federated-rl85

  FL Framework

  Provides a framework and theoretical foundation for Federated Reinforcement Learning with Byzantine Resilience in distributed systems

• xtra-computing/fedov17

  Federated Learning Framework

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

• ignavierng/notears-admm10

  Federated learning algorithm

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

• wenkehuang/fccl97

  Federated Learning Framework

  A framework for tackling heterogeneity and catastrophic forgetting in federated learning by leveraging cross-correlation and similarity learning

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• hongliny/fedac-neurips2014

  Federated learner

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

• jinheonbaek/fed-pub45

  Federated Learning Framework

  Personalized Subgraph Federated Learning framework for distributed machine learning

• rong-dai/dispfl72

  Federated Learning Framework

  An implementation of a personalized federated learning framework with decentralized sparse training and peer-to-peer communication protocol.

• omarfoq/knn-per43

  Personalized FL framework

  A federated learning framework with personalized memorization using deep neural networks and k-nearest neighbors for collaborative learning of statistical models