National University of Singapore; ByteDance Inc.; Institute of Automation, CAS
Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Tan, Song Bai
federated Learning;representation Learning;data heterogeneity;dimensional collapse
Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning