A Nonconvex Method to Low-Rank Matrix Completion

In recent years, the problem of recovering a low-rank matrix from partial entries, known as low-rank matrix completion problem, has attracted much attention in many applications. However, it is a NP-hard problem due to the nonconvexity nature of the matrix rank function. In this paper, a rank Laplac...

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Bibliographic Details
Main Authors: Haizhen He, Angang Cui, Hong Yang, Meng Wen
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9780347/