Robust and Adaptive Spectral Method for Representation Multi-Task Learning with Contamination

Yian Huang, Yang Feng, Zhiliang Ying

Representation-based multi-task learning (MTL) improves efficiency by learning a shared structure across tasks, but its practical application is often hindered by contamination, ou…