ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems

Chao Feng, Nicolas Fazli Kohler, Zhi Wang +4

The integration of Federated Learning (FL) and Multi-Task Learning (MTL) has been explored to address client heterogeneity, with Federated Multi-Task Learning (FMTL) treating each…