SFL-Structural-Federated-Learning
by dawenzi098
IJCAI-Personalized Federated Learning with Graph
AI summary
Federated learning model
A Python implementation of Personalized Federated Learning with Graph using PyTorch.
- stars
- 49
- forks
- 13
- watching
- 2
Similar projects
Found by comparing what the projects do, not just their names.
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.
Federated Learner
An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships
Federated Learning
Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data
Data Fusion Tool
This project enables federated learning across partially class-disjoint data with curated bilateral curation.
Federated Learning framework
An approach to heterogeneous federated learning allowing for model training on diverse devices with varying resources.
Federated learning method
A method for personalizing machine learning models in federated learning settings with adaptive differential privacy to improve performance and robustness
Personalized Learning Model Trainer
This project enables personalized learning models by collaborating on learning the best strategy for each client
Federated Learning Library
An implementation of Personalized Federated Learning with Gaussian Processes using Python.
Federated Learning Framework
Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.
CVPR 2022 Implementation
A PyTorch implementation of Federated Class-Incremental Learning for Continual Learning in Computer Vision
Fed learning library
An implementation of a federated learning method for personalized models on non-iid datasets.
Federated Learning Framework
A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.
Federated learner
An implementation of federated learning algorithm for image classification
Federated Learning Framework
A framework for federated learning with partial model personalization
Federated Learning Framework
Evaluates various methods for federated learning on different models and tasks.