Towards Unified Modeling in Federated Multi-Task Learning via Subspace Decoupling

Yipan Wei, Yuchen Zou, Yapeng Li +1

Federated Multi-Task Learning (FMTL) enables multiple clients performing heterogeneous tasks without exchanging their local data, offering broad potential for privacy preserving mu…