Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization

被引:0
|
作者
Yao, Quanming [1 ]
Wang, Yaqing [2 ]
Han, Bo [3 ]
Kwok, James T. [4 ]
机构
[1] Department of Electronic Engineering, Tsinghua University, China
[2] Baidu Research, Baidu Inc.
[3] Department of Computer Science, Hong Kong Baptist University, Hong Kong
[4] Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong
基金
中国国家自然科学基金;
关键词
Tensors;
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] Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization
    Yao, Quanming
    Wang, Yaqing
    Han, Bo
    Kwok, James T.
    [J]. arXiv, 2022,
  • [2] Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization
    Yao, Quanming
    Wang, Yaqing
    Han, Bo
    Kwok, James T.
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 23
  • [3] Low-Rank Tensor Completion by Truncated Nuclear Norm Regularization
    Xue, Shengke
    Qiu, Wenyuan
    Liu, Fan
    Jin, Xinyu
    [J]. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, : 2600 - 2605
  • [4] Low-Rank tensor completion based on nonconvex regularization
    Su, Xinhua
    Ge, Huanmin
    Liu, Zeting
    Shen, Yanfei
    [J]. SIGNAL PROCESSING, 2023, 212
  • [5] Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization
    Zhao, Xi-Le
    Nie, Xin
    Zheng, Yu-Bang
    Ji, Teng-Yu
    Huang, Ting-Zhu
    [J]. IEEE ACCESS, 2019, 7 : 131888 - 131901
  • [6] Anomaly Detection via Tensor Multisubspace Learning and Nonconvex Low-Rank Regularization
    Liu, Sitian
    Zhu, Chunli
    Ran, Dechao
    Wen, Guanghui
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 16 : 8178 - 8190
  • [7] Hyperspectral Image Denoising Based on Nonconvex Low-Rank Tensor Approximation and lp Norm Regularization
    Li Bo
    Luo Xuegang
    Lv Junrui
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [8] Nonconvex low-rank tensor minimization based on lp norm
    Su, Yaru
    Liu, Genggeng
    Liu, Wenxi
    Zhu, Danhong
    [J]. Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2019, 32 (06): : 494 - 503
  • [9] Learning Low-Rank Document Embeddings with Weighted Nuclear Norm Regularization
    Pfahler, Lukas
    Morik, Katharina
    Elwert, Frederik
    Tabti, Samira
    Krech, Volkhard
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2017, : 21 - 29
  • [10] Fast Low-Rank Matrix Learning with Nonconvex Regularization
    Yao, Quanming
    Kwok, James T.
    Zhong, Wenliang
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2015, : 539 - 548