2026
Toward Enhancing Representation Learning in Federated Multi-Task Settings
ICLR 2026poster
Federated multi-task learning (FMTL) seeks to collaboratively train customized models for users with different tasks while preserving data privacy. Most existing approaches assume model congruity (i.e., the use of fully or partially homogeneous models) across users, which limits their applicability…