client-selection

There are 0 repository under client-selection topic.

kt4ngw / CBCSBA
Source code for the paper "Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks".
bandwidth-allocation class-balance client-selection cost-efficient federated-learning mobile-edge-computing mobile-edge-computing-networks
Language:Python 99
dos-group / fedzero
[ACM e-Energy'24] Code and data for "FedZero: Leveraging Renewable Excess Energy in Federated Learning"
carbon-aware client-selection federated-learning green-ai
Language:Python 23
kt4ngw / ICC-2024
Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this paper is pulished in ICC 2024.
client-sampling client-selection energy-efficient federated-learning icc2024
Language:Python 12
maxfra01 / federated-learning
This repository explores Federated Learning (FL) with a focus on FedAvg, client heterogeneity, and novel client selection strategies. We conduct experiments using CIFAR-100 and Shakespeare datasets with PyTorch.
client-selection fedavg federated-learning
Language:Jupyter Notebook 1
Mattizza / FL-project
Code regarding the Semantic Segmentation in Federated Learning project for the Machine Learning and Deep Learning 2022/2023 project.
aggregation-scheme autonomous-driving client-selection deeplabv3 domain-adaptation federated-learning mobilenetv2 semantic-segmentation
Language:Python 0

kt4ngw / CBCSBA