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math.OC2022★ 1 cited
A two-phase rank-based algorithm for low-rank matrix completion
Tacildo de Souza Araújo, Douglas S. Gonçalves, Cristiano Torezzan
Matrix completion aims to recover an unknown low-rank matrix from a small subset of its entries. In many applications, the rank of the unknown target matrix is known in advance. In…
math.OC2017★ 2 cited
A novel low-rank matrix completion approach to estimate missing entries in Euclidean distance matrices
Nilson Moreira, Leonardo Duarte, Carlile Lavor +1
A Euclidean Distance Matrix (EDM) is a table of distance-square between points on a k- dimensional Euclidean space, with applications in many fields (e.g. engineering, geodesy, eco…