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
Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Spaces
Chaofan Pan, Jiafen Liu, Yanhua Li +4
Continual Learning (CL) is a powerful tool that enables agents to learn a sequence of tasks, accumulating knowledge learned in the past and using it for problem-solving or future t…