Robust Low-rank Tensor Decomposition with the ${\mathrm{L}}_2$ Criterion

Qiang Heng, Eric C. Chi, Yufeng Liu

The growing prevalence of tensor data, or multiway arrays, in science and engineering applications motivates the need for tensor decompositions that are robust against outliers. In…