@article{personalizedfederatedlearningthroughglob, title = {Personalized Federated Learning through Global Knowledge Distillation and Local Head Adaptation}, author = {Polycarpo Souza Neto and José Mairton Barros da Silva Júnior and Charles Casimiro Cavalcante}, year = {2026}, eprint = {2609.17284}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.17284}, }