IntelligentSystemsLab / generic_and_open_learning_federator
A scalable, portable, and lightweight Federated Learning framework.
☆16Updated 2 months ago
Alternatives and similar repositories for generic_and_open_learning_federator:
Users that are interested in generic_and_open_learning_federator are comparing it to the libraries listed below
- Federated Learning Paper Reading List☆23Updated 2 years ago
- ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning☆19Updated 3 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆84Updated last year
- ☆10Updated last year
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆29Updated 10 months ago
- [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Poli…☆91Updated last month
- Apprentices in Federated Learning from ECNU <3☆22Updated 2 years ago
- Publication catalog for research on Federated RL (FRL).☆79Updated 3 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 8 months ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆41Updated last year
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆66Updated 3 years ago
- ☆26Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆51Updated last year
- FedFormer: Contextual Federation with Attention in Reinforcement Learning (AAMAS 2023)☆43Updated 3 months ago
- ☆40Updated 5 years ago
- ☆29Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆67Updated 2 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆102Updated 2 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆33Updated last year
- Asynchronous Federated Learning☆18Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆123Updated 3 months ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆38Updated 10 months ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆61Updated 2 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆70Updated 2 years ago
- inherit from https://github.com/iqua/flsim☆9Updated 4 years ago
- Official Code for FedGCN [NeurIPS 2023]☆62Updated last month
- ☆11Updated 4 years ago
- ☆174Updated last year
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆61Updated last year
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆35Updated last year