Suizhi Huang

Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study

2024 · arXiv (Cornell University)

The innovative Federated Multi-Task Learning (FMTL) approach consolidates the benefits of Federated Learning (FL) and Multi-Task Learning (MTL), enabling collaborative model training on multi-task learning datasets. However, a comprehensive evaluation method, integrating the unique features …