Xtra-Computing / FedSim
A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
☆25Updated last year
Alternatives and similar repositories for FedSim:
Users that are interested in FedSim are comparing it to the libraries listed below
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆20Updated 2 years ago
- ☆40Updated last year
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 7 months ago
- ☆16Updated 6 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆15Updated 2 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated last year
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆14Updated last month
- ☆28Updated 2 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆15Updated last year
- ☆33Updated 3 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆67Updated 4 months ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆22Updated 4 months ago
- ☆28Updated 4 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆91Updated 6 months ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- ☆54Updated last year
- ☆26Updated 4 years ago
- ☆38Updated 3 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆50Updated 8 months ago
- This repository contains PyTorch implementation of the paper ''LFighter: Defending against Label-flipping Attacks in Federated Learning''…☆13Updated 9 months ago
- ☆22Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆40Updated 2 years ago
- ☆18Updated 4 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆55Updated last year
- ☆41Updated 9 months ago
- ☆36Updated 3 years ago