Topic: fedprox Goto Github
Some thing interesting about fedprox
Some thing interesting about fedprox
fedprox,Federated Learning Experiments for Remote Sensing image data using convolution neural networks
User: anandcu3
fedprox,This repository contains all the implementation of different papers on Federated Learning
User: ayushm-agrawal
fedprox,Experiments of the FL in Healthcare project - MRI images use case - using Flower
User: bthameur
fedprox,PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
User: c-gabri
fedprox,We utilize the Adversarial Model Perturbations (AMP) regularizer to regularize clientsβ models. The AMP regulzaizer is based on perturbing the model parameters so as to get a more generalized model. The claim of AMP regularizer is to reach flat minima and therefore is expected to reach flat minima in FL settings as well.
User: gautamhcscv
fedprox,PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
User: ki-ljl
fedprox,(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
User: lee-gihun
fedprox,(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"
User: lee-gihun
fedprox,An open framework for Federated Learning.
Organization: securefederatedai
Home Page: https://openfl.readthedocs.io/en/latest/index.html
fedprox,
User: shyam671
fedprox,Simulate the fedavg and fedprox algorithm of federated learning
User: turningl
fedprox,Handy PyTorch implementation of Federated Learning (for your painless research)
User: vaseline555
fedprox,An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster and help researchers to explore more problems existing in real FL systems.
User: ysyisyourbrother
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