ZJU-DIVER / ShapleyFL-Robust-Federated-Learning-Based-on-Shapley-ValueLinks
☆26Updated 2 years ago
Alternatives and similar repositories for ShapleyFL-Robust-Federated-Learning-Based-on-Shapley-Value
Users that are interested in ShapleyFL-Robust-Federated-Learning-Based-on-Shapley-Value are comparing it to the libraries listed below
Sorting:
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆11Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 2 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆144Updated last year
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆45Updated 3 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆60Updated last year
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆108Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆74Updated last year
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆89Updated last year
- [KDD 2023] FedMultimodal☆127Updated 7 months ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆61Updated 2 years ago
- ☆29Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- Code Implementation and Informations about FedAS☆33Updated 11 months ago
- ☆55Updated last year
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆69Updated 2 years ago
- ☆16Updated 4 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Updated last year
- Simplified Implementation of FedPAC☆60Updated 2 years ago
- ☆52Updated last year
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆95Updated 2 years ago
- For distributed machine learning☆29Updated 3 weeks ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆170Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆155Updated 3 years ago
- Pytorch implementations of some general federated optimization methods.☆50Updated last year
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆30Updated 3 years ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆30Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago