Matrix completion via capped nuclear norm

Fanlong Zhang, Zhangjing Yang, Yu Chen, Jian Yang, Guowei Yang

Abstract: Matrix completion is to recover a low-rank matrix from a subset of its entries. One of the solution strategies is based on nuclear norm minimisation. However, since the nuclear norm is defined as the...