Relative error bound analysis for nuclear norm regularized matrix completion

被引:0
|
作者
Zhang, Lijun [1 ]
Yang, Tianbao [2 ]
Jin, Rong [3 ]
Zhou, Zhi-Hua [1 ]
机构
[1] National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing,210023, China
[2] Department of Computer Science, University of Iowa, Iowa City,IA,52242, United States
[3] Machine Intelligence Technology, Alibaba Group, Bellevue,WA,98004, United States
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion
    Zhang, Lijun
    Yang, Tianbao
    Jin, Rong
    Zhou, Zhi-Hua
    JOURNAL OF MACHINE LEARNING RESEARCH, 2019, 20
  • [2] Linear Total Variation Approximate Regularized Nuclear Norm Optimization for Matrix Completion
    Han, Xu
    Wu, Jiasong
    Wang, Lu
    Chen, Yang
    Senhadji, Lotfi
    Shu, Huazhong
    ABSTRACT AND APPLIED ANALYSIS, 2014,
  • [3] Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals
    Ying, Jiaxi
    Lu, Hengfa
    Wei, Qingtao
    Cai, Jian-Feng
    Guo, Di
    Wu, Jihui
    Chen, Zhong
    Qu, Xiaobo
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (14) : 3702 - 3717
  • [4] A Tensor Regularized Nuclear Norm Method for Image and Video Completion
    A. H. Bentbib
    A. El Hachimi
    K. Jbilou
    A. Ratnani
    Journal of Optimization Theory and Applications, 2022, 192 : 401 - 425
  • [5] A Tensor Regularized Nuclear Norm Method for Image and Video Completion
    Bentbib, A. H.
    El Hachimi, A.
    Jbilou, K.
    Ratnani, A.
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2022, 192 (02) : 401 - 425
  • [6] A Truncated Nuclear Norm Regularization Method Based on Weighted Residual Error for Matrix Completion
    Liu, Qing
    Lai, Zhihui
    Zhou, Zongwei
    Kuang, Fangjun
    Jin, Zhong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (01) : 316 - 330
  • [7] DISTRIBUTED NUCLEAR NORM MINIMIZATION FOR MATRIX COMPLETION
    Mardani, Morteza
    Mateos, Gonzalo
    Giannakis, Georgios B.
    2012 IEEE 13TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2012, : 354 - 358
  • [8] Matrix completion via capped nuclear norm
    Zhang, Fanlong
    Yang, Zhangjing
    Chen, Yu
    Yang, Jian
    Yang, Guowei
    IET IMAGE PROCESSING, 2018, 12 (06) : 959 - 966
  • [9] Matrix Completion by Truncated Nuclear Norm Regularization
    Zhang, Debing
    Hu, Yao
    Ye, Jieping
    Li, Xuelong
    He, Xiaofei
    2012 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2012, : 2192 - 2199
  • [10] Feature and Nuclear Norm Minimization for Matrix Completion
    Yang, Mengyun
    Li, Yaohang
    Wang, Jianxin
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34 (05) : 2190 - 2199