Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations

Quanming Yao, James Tin-Yau Kwok, Bo Han

Abstract: Nonconvex regularizers have been successfully used in low-rank matrix learning. In this paper, we extend this to the more challenging problem of low-rank tensor completion. Based on the proximal av...