From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching

27 April 2024

Papers citing "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching"

3 / 3 papers shown

Title
Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark Wenke Huang Mang Ye Zekun Shi Guancheng Wan He Li Bo Du Qiang Yang FedML OOD 65 75 0 12 Nov 2023
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification Nannan Wu Li Yu Xin Yang Kwang-Ting Cheng Zengqiang Yan FedML 22 19 0 28 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 157 770 0 15 Feb 2021