Understanding the Role of Layer Normalization in Label-Skewed Federated Learning

18 August 2023

Papers citing "Understanding the Role of Layer Normalization in Label-Skewed Federated Learning"

7 / 7 papers shown

Title
Rethinking Normalization Methods in Federated Learning Zhixu Du Jingwei Sun Ang Li Pin-Yu Chen Jianyi Zhang H. Li Yiran Chen FedML 37 31 0 07 Oct 2022
Proportional Fairness in Federated Learning Guojun Zhang Saber Malekmohammadi Xi Chen Yaoliang Yu FedML 40 25 0 03 Feb 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 251 802 0 15 Feb 2021
The Non-IID Data Quagmire of Decentralized Machine Learning Kevin Hsieh Amar Phanishayee O. Mutlu Phillip B. Gibbons 119 563 0 01 Oct 2019
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification T. Hsu Qi Matthew Brown FedML 108 1,128 0 13 Sep 2019
Group Normalization Yuxin Wu Kaiming He 145 3,626 0 22 Mar 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 246 10,412 0 21 Jul 2016