Enhancing Group Fairness in Federated Learning through Personalization

Enhancing Group Fairness in Federated Learning through Personalization

27 July 2024

Ali Payani

Parinaz Naghizadeh Ardabili

Papers citing "Enhancing Group Fairness in Federated Learning through Personalization"

7 / 7 papers shown

Title
Anomaly Detection through Unsupervised Federated Learning Mirko Nardi Lorenzo Valerio A. Passarella FedML OOD 60 11 0 09 Sep 2022
Test-Time Robust Personalization for Federated Learning Liang Jiang Tao R. Lin FedML OOD TTA 75 43 0 22 May 2022
Unified Group Fairness on Federated Learning Fengda Zhang Kun Kuang Yuxuan Liu Long Chen Chao-Xiang Wu Fei Wu Jiaxun Lu Yunfeng Shao Jun Xiao FedML 47 20 0 09 Nov 2021
Enforcing fairness in private federated learning via the modified method of differential multipliers Borja Rodríguez Gálvez Filip Granqvist Rogier van Dalen M. Seigel FedML 36 51 0 17 Sep 2021
FedFair: Training Fair Models In Cross-Silo Federated Learning Lingyang Chu Lanjun Wang Yanjie Dong J. Pei Zirui Zhou Yong Zhang FedML 56 40 0 13 Sep 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 183 840 0 01 Mar 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 183 541 0 30 Mar 2020