Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning

1 October 2022

Vincent Y. F. Tan

Papers citing "Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning"

3 / 3 papers shown

Title
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning Yanbiao Ma Wei-Ming Dai Wenke Huang Jiayi Chen 44 0 0 09 Mar 2025
On Feature Decorrelation in Self-Supervised Learning Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 88 163 0 02 May 2021
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 64 712 0 03 Feb 2021