yankang18 / FedBCD
The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features"
☆13Updated 7 months ago
Alternatives and similar repositories for FedBCD:
Users that are interested in FedBCD are comparing it to the libraries listed below
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆14Updated last month
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆20Updated 2 years ago
- ☆33Updated 3 years ago
- ☆15Updated last year
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆13Updated 7 months ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆15Updated 2 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆67Updated 4 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆25Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- ☆40Updated last year
- ☆19Updated last year
- ☆28Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆41Updated last month
- ☆16Updated 6 months ago
- [ACM Computing Survey 2025] Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan Univ…☆12Updated 8 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆91Updated 6 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆40Updated 2 years ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆15Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆46Updated last year
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆22Updated 2 years ago
- Simplified Implementation of FedPAC☆51Updated last year
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆64Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆17Updated last year
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆55Updated last year
- Tutorials and paper lists for federated learning☆65Updated 2 years ago
- ☆38Updated 3 years ago
- ☆29Updated 2 years ago
- ☆36Updated 3 years ago