Digital twin-assisted knowledge distillation framework for heterogeneous federated learning

X Wang, N Cheng, L Ma, R Sun, R Chai… - China …, 2023 - ieeexplore.ieee.org
In this paper, to deal with the heterogeneity in federated learning (FL) systems, a knowledge
distillation (KD) driven training framework for FL is proposed, where each user can select its …

Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning

X Wang, N Cheng, L Ma, R Sun, R Chai… - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
In this paper, to deal with the heterogeneity in federated learning (FL) systems, a knowledge
distillation (KD) driven training framework for FL is proposed, where each user can select its …

[PDF][PDF] Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning

X Wang, N Cheng, L Ma, R Sun, R Chai, N Lu - Communications, 2023 - unicxidian.org
In this paper, to deal with the heterogeneity in federated learning (FL) systems, a knowledge
distillation (KD) driven training framework for FL is proposed, where each user can select its …

Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning

X Wang, N Cheng, L Ma, R Sun, R Chai… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, to deal with the heterogeneity in federated learning (FL) systems, a knowledge
distillation (KD) driven training framework for FL is proposed, where each user can select its …