Decoupling General and Personalized Knowledge in Federated Learning via
Additive and Low-Rank Decomposition

Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition

28 June 2024

Jianwei Niu

Shaojie Tang

Hao Su

Papers citing "Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition"

4 / 4 papers shown

Title
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations Guogang Zhu Xuefeng Liu Jianwei Niu Shaojie Tang Xinghao Wu Jiayuan Zhang AI4CE 45 1 0 25 Jul 2024
Efficient Personalized Federated Learning via Sparse Model-Adaptation Daoyuan Chen Fandong Meng Dawei Gao Bolin Ding Yaliang Li FedML 96 47 0 04 May 2023
Fusion of Global and Local Knowledge for Personalized Federated Learning Tiansheng Huang Li Shen Yan Sun Weiwei Lin Dacheng Tao FedML 40 12 0 21 Feb 2023
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 168 784 0 15 Feb 2021