UAV-assisted online machine learning over multi-tiered networks: A hierarchical nested personalized federated learning approach

S Wang, S Hosseinalipour, M Gorlatova… - … on Network and …, 2022 - ieeexplore.ieee.org
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …
被引用次数：37 相关文章

UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

S Wang, S Hosseinalipour, M Gorlatova… - arXiv e …, 2021 - ui.adsabs.harvard.edu
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …

UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

S Wang, S Hosseinalipour, M Gorlatova… - arXiv preprint arXiv …, 2021 - arxiv.org
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …

UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

S Wang, S Hosseinalipour, M Gorlatova… - IEEE Transactions on …, 2023 - dl.acm.org
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …

UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

S Wang, S Hosseinalipour, M Gorlatova… - IEEE Transactions on …, 2022 - par.nsf.gov
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …

UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

S Wang, S Hosseinalipour… - … on Network and …, 2023 - collaborate.princeton.edu
We investigate training machine learning (ML) models across a set of geo-distributed,
resource-constrained clusters of devices through unmanned aerial vehicles (UAV) swarms …