2 papers
cs.LG2025
Enhanced Federated Deep Multi-View Clustering under Uncertainty Scenario
Bingjun Wei, Xuemei Cao, Jiafen Liu +2
Traditional Federated Multi-View Clustering assumes uniform views across clients, yet practical deployments reveal heterogeneous view completeness with prevalent incomplete, redund…
cs.LG2025
ErrorEraser: Unlearning Data Bias for Improved Continual Learning
Xuemei Cao, Hanlin Gu, Xin Yang +4
Continual Learning (CL) primarily aims to retain knowledge to prevent catastrophic forgetting and transfer knowledge to facilitate learning new tasks. Unlike traditional methods, w…