Global Convergence of Continual Learning on Non-IID Data

Fei Zhu, Yujing Liu, Wenzhuo Liu +1

Continual learning, which aims to learn multiple tasks sequentially, has gained extensive attention. However, most existing work focuses on empirical studies, and the theoretical a…