Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning

no code implementations • 4 Feb 2023 • Xiangrong Zhu, Guangyao Li, Wei Hu

To cope with the drift between local optimization and global convergence caused by data heterogeneity, we propose mutual knowledge distillation to transfer local knowledge to global, and absorb global knowledge back.

Federated Learning Knowledge Distillation +2