getalp / PerCom2021-FLLinks
Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison"
β11Updated 4 years ago
Alternatives and similar repositories for PerCom2021-FL
Users that are interested in PerCom2021-FL are comparing it to the libraries listed below
Sorting:
- πProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognitionβ16Updated last year
- Four Federated learning datasets for Human Activity Recognitionβ53Updated last year
- β12Updated 4 years ago
- The source code and collected data for the Meta-HAR (WWW 2021) paper.β33Updated 3 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone datasetβ26Updated 6 months ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".β37Updated 2 years ago
- Source code of paper entitled "Federated Learning with Class Imbalance Reduction".β9Updated 4 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillationβ17Updated last year
- Federated Learning packageβ21Updated 3 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networksβ38Updated 2 years ago
- Communication-efficient federated continual learningβ16Updated 2 years ago
- β14Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognitionβ30Updated last year
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.β20Updated 3 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).β74Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.β63Updated 5 months ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Dβ¦β22Updated last year
- β17Updated 5 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"β58Updated 2 years ago
- Official Code for PACFL AAAI 2023β43Updated last year
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjointβ¦β80Updated 3 years ago
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Thingsβ55Updated 9 months ago
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligenceβ15Updated 4 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted β¦β19Updated last year
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"β29Updated last year
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".β28Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.β43Updated 2 years ago
- β27Updated 3 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Trainingβ39Updated last year
- β42Updated 3 years ago