Low-Rank Approximation Algorithms for Matrix Completion with Random Sampling

被引：0
|
作者：
O. S. Lebedeva
A. I. Osinsky
S. V. Petrov
机构：
[1] Marchuk Institute of Numerical Mathematics,
[2] Russian Academy of Sciences,undefined
[3] Skolkovo Institute of Science and Technology (Skoltech),undefined
来源：
Computational Mathematics and Mathematical Physics | 2021年 / 61卷
关键词：
low-rank matrices; matrix completion; singular value projection; cross approximation method; random subspaces;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：799 / 815
页数：16
相关论文
共 50 条
  • [1] Low-Rank Approximation Algorithms for Matrix Completion with Random Sampling
    Lebedeva, O. S.
    Osinsky, A., I
    Petrov, S., V
    [J]. COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 2021, 61 (05) : 799 - 815
  • [2] Low-rank approximation pursuit for matrix completion
    Xu, An-Bao
    Xie, Dongxiu
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2017, 95 : 77 - 89
  • [3] Matrix Completion via Successive Low-rank Matrix Approximation
    Wang, Jin
    Mo, Zeyao
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2023, 10 (03)
  • [4] Relaxed leverage sampling for low-rank matrix completion
    Kundu, Abhisek
    [J]. INFORMATION PROCESSING LETTERS, 2017, 124 : 6 - 9
  • [5] Low Rank Matrix Completion via Random Sampling
    Guldas, Hakan
    Cemgil, Ali Taylan
    [J]. 2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2013,
  • [6] Adaptive sampling and fast low-rank matrix approximation
    Deshpande, Amit
    Vempala, Santosh
    [J]. APPROXIMATION, RANDOMIZATION AND COMBINATORIAL OPTIMIZATION: ALGORITHMS AND TECHNIQUES, 2006, 4110 : 292 - 303
  • [7] Low-Rank Matrix Completion
    Chi, Yuejie
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2018, 35 (05) : 178 - 181
  • [8] Toeplitz matrix completion via a low-rank approximation algorithm
    Ruiping Wen
    Yaru Fu
    [J]. Journal of Inequalities and Applications, 2020
  • [9] Toeplitz matrix completion via a low-rank approximation algorithm
    Wen, Ruiping
    Fu, Yaru
    [J]. JOURNAL OF INEQUALITIES AND APPLICATIONS, 2020, 2020 (01)
  • [10] A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion
    Pimentel-Alarcon, Daniel L.
    Boston, Nigel
    Nowak, Robert D.
    [J]. 2015 53RD ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2015, : 1075 - 1082
12345