Feed m Birds with One Scone: Accelerating Multi-task Gradient Balancing via Bi-level Optimization

Xuxing Chen, Yun He, Jiayi Xu +9

In machine learning, the goal of multi-task learning (MTL) is to optimize multiple objectives together. Recent works, for example, Multiple Gradient Descent Algorithm (MGDA) and it…