weichennone / FedMAXLinks
Source code for ECML-PKDD (2020) paper: FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning
☆16Updated 2 years ago
Alternatives and similar repositories for FedMAX
Users that are interested in FedMAX are comparing it to the libraries listed below
Sorting:
- FedCD: Improving Performance in non-IID Federated Learning☆14Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆86Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆119Updated 5 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Updated 5 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆77Updated 5 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆159Updated 4 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated last year
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Updated 5 years ago
- A list of papers using/about Federated Learning especially malicious client and attacks.☆12Updated 5 years ago
- ☆26Updated 5 years ago
- ☆30Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆61Updated 4 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated 2 years ago
- ☆35Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆242Updated last year
- ☆54Updated 4 years ago
- ☆43Updated 3 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆40Updated 2 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆114Updated 4 years ago
- ☆80Updated 3 years ago
- ☆23Updated 4 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆18Updated 6 years ago
- The code in order to implement FedProx (ICPP 2020)☆28Updated 5 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆29Updated 6 months ago
- ☆161Updated 2 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 7 months ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆53Updated 3 years ago
- ☆29Updated 4 years ago
- fully ready experiments☆39Updated 3 years ago