@article{fedzeroefficientzeroshotpersonalization, title = {Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings}, author = {Yehya Farhat and Hamza ElMokhtar Shili and Fangshuo Liao and Chen Dun and Mirian Hipolito Garcia and Guoqing Zheng and Ahmed Hassan Awadallah and Robert Sim and Dimitrios Dimitriadis and Anastasios Kyrillidis}, year = {2023}, eprint = {2306.08586}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.08586v3}, }