metastableB / kfedLinks
KFedExps -> kfed
☆14Updated 3 years ago
Alternatives and similar repositories for kfed
Users that are interested in kfed are comparing it to the libraries listed below
Sorting:
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆57Updated 3 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆18Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Updated last year
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆22Updated 2 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆116Updated 4 years ago
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆19Updated 3 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Updated last year
- ☆13Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- ☆12Updated 2 years ago
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Updated 2 years ago
- ☆29Updated 3 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated 2 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆60Updated 2 years ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆28Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆175Updated 3 years ago
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Updated 2 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆37Updated 3 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆88Updated 3 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- Official Code for PACFL AAAI 2023☆45Updated 2 years ago
- ☆30Updated 5 years ago
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Updated 3 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Updated 2 years ago
- ☆54Updated 4 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆40Updated 2 years ago