Overcoming the Challenges of Batch Normalization in Federated Learning

Overcoming the Challenges of Batch Normalization in Federated Learning

23 May 2024

François Taiani

Papers citing "Overcoming the Challenges of Batch Normalization in Federated Learning"

5 / 5 papers shown

Title
Federated Learning for Predicting Mild Cognitive Impairment to Dementia Conversion Gaurang Sharma Elaheh Moradi Juha Pajula Mika Hilvo Jussi Tohka 64 0 0 05 Mar 2025
Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration Vasilis Siomos Sergio Naval Marimont Jonathan Passerat-Palmbach G. Tarroni 32 0 0 02 Oct 2024
Rethinking Normalization Methods in Federated Learning Zhixu Du Jingwei Sun Ang Li Pin-Yu Chen Jianyi Zhang H. Li Yiran Chen FedML 34 28 0 07 Oct 2022
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Rafael Pinot John Stephan FedML 36 67 0 24 May 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 171 791 0 15 Feb 2021