Semi-Supervised Federated Learning with non-IID Data: Algorithm and
System Design

Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design

26 October 2021

Dusit Niyato

Papers citing "Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design"

6 / 6 papers shown

Title
Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT Jiaqi Wang Shenglai Zeng Zewei Long Yaqing Wang Houping Xiao Fenglong Ma 24 16 0 05 Mar 2023
FedNST: Federated Noisy Student Training for Automatic Speech Recognition Haaris Mehmood A. Dobrowolska Karthikeyan P. Saravanan Mete Ozay 24 7 0 06 Jun 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 168 790 0 15 Feb 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Yue Liu Yiqun Diao Quan Chen Bingsheng He FedML OOD 101 955 0 03 Feb 2021
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs Binghui Wang Ang Li H. Li Yiran Chen 88 116 0 08 Dec 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 273 1,275 0 06 Mar 2017