Robust Multi-Task Learning with Excess Risks

Yifei He, Shiji Zhou, Guojun Zhang +5

Multi-task learning (MTL) considers learning a joint model for multiple tasks by optimizing a convex combination of all task losses. To solve the optimization problem, existing met…