Open access
Jul 2026
Personalized Data-Free Knowledge Distillation for Federated Learning under Heterogeneous Models and Data
PDKD solves the problem of model drift caused by the inconsistent distribution of distillation datasets and the local data by generating personalized distillation datasets for each client while protecting client data privacy.
Jing-feng Tu, Lei Yang, Chao Ma et al.
· ACM Transactions on Knowledg... · 0 citations