Xtra-Computing / FedSimLinks
A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
☆28Updated 2 years ago
Alternatives and similar repositories for FedSim
Users that are interested in FedSim are comparing it to the libraries listed below
Sorting:
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Updated 3 years ago
- ☆47Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- ☆29Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆100Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆149Updated 3 years ago
- ☆33Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆119Updated 5 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆15Updated 10 months ago
- ☆26Updated 5 years ago
- ☆161Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆55Updated 2 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆59Updated 2 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆14Updated last year
- ☆23Updated 4 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆41Updated 4 years ago
- ☆40Updated 2 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆11Updated last year
- ☆54Updated 4 years ago
- Codes for FedKD☆60Updated 3 years ago
- ☆30Updated 4 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago
- Profit Allocation for Federated Learning☆23Updated 5 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65Updated 5 years ago
- ☆55Updated 2 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆18Updated 3 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated 2 years ago
- ☆43Updated 3 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated 2 years ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆32Updated 3 years ago