Core-elements Subsampling for Alternating Least Squares

Dunyao Xue, Mengyu Li, Cheng Meng +1

In this paper, we propose a novel element-wise subset selection method for the alternating least squares (ALS) algorithm, focusing on low-rank matrix factorization involving matric…