SamuelHorvath / FL-optimal-client-sampling
☆28Updated 2 years ago
Alternatives and similar repositories for FL-optimal-client-sampling:
Users that are interested in FL-optimal-client-sampling are comparing it to the libraries listed below
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- ☆30Updated 2 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆27Updated 2 years ago
- ☆33Updated 3 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆11Updated 3 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆47Updated last year
- ☆23Updated last year
- Differentially Private Federated Learning on Heterogeneous Data☆61Updated 3 years ago
- Official Code for PACFL AAAI 2023☆41Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆82Updated 3 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆77Updated 2 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆51Updated 9 months ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆39Updated 3 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆71Updated 3 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆42Updated 2 years ago
- ☆54Updated 3 years ago
- Simplified Implementation of FedPAC☆52Updated last year
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- ☆35Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆17Updated 5 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Updated 4 years ago
- ☆23Updated 3 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆15Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆39Updated 3 years ago
- ☆16Updated 2 years ago
- fully ready experiments☆36Updated 2 years ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆28Updated last year