A Rank-Corrected Procedure for Matrix Completion with Fixed Basis Coefficients

Weimin Miao, Shaohua Pan, Defeng Sun

For the problems of low-rank matrix completion, the efficiency of the widely-used nuclear norm technique may be challenged under many circumstances, especially when certain basis c…