Online Tensor Learning: Computational and Statistical Trade-offs, Adaptivity and Optimal Regret

Jingyang Li, Jian-Feng Cai, Yang Chen +1

Large tensor learning algorithms are typically computationally expensive and require storing a vast amount of data. In this paper, we propose a unified online Riemannian gradient d…