Emory-AIMS / PFA
☆9Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for PFA
- IJCAI-Personalized Federated Learning with Graph☆50Updated last year
- ☆27Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆69Updated 2 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆61Updated 4 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆18Updated last year
- Profit Allocation for Federated Learning☆21Updated 4 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆58Updated last year
- ☆38Updated 3 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆26Updated 2 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆37Updated 3 years ago
- ☆30Updated 2 years ago
- ☆17Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆41Updated last year
- ☆37Updated 9 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆38Updated last week
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆17Updated 2 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆38Updated 2 years ago
- ☆17Updated 3 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆56Updated 10 months ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆105Updated 4 years ago
- ☆36Updated 3 years ago
- ☆26Updated 4 years ago
- ☆28Updated last year
- Model Poisoning Attack to Federated Recommendation☆31Updated 2 years ago
- For distributed machine learning☆28Updated last week
- Differentially Private Federated Learning on Heterogeneous Data☆59Updated 2 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆14Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆43Updated last year