Fast Nonnegative Tensor Factorizations with Tensor Train Model

被引:0
|
作者
E. M. Shcherbakova
E. E. Tyrtyshnikov
机构
[1] Lomonosov Moscow State University,
[2] Marchuk Institute of Numerical Mathematics of Russian Academy of Sciences,undefined
来源
关键词
nonnegative tensor factorization; tensor train; Tucker decomposition; canonical decomposition;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:882 / 894
页数:12
相关论文
共 50 条
  • [1] Fast Nonnegative Tensor Factorizations with Tensor Train Model
    Shcherbakova, E. M.
    Tyrtyshnikov, E. E.
    LOBACHEVSKII JOURNAL OF MATHEMATICS, 2022, 43 (04) : 882 - 894
  • [2] Nonnegative Tensor Train Factorizations and Some Applications
    Shcherbakova, Elena
    Tyrtyshnikov, Eugene
    LARGE-SCALE SCIENTIFIC COMPUTING (LSSC 2019), 2020, 11958 : 156 - 164
  • [3] Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
    Cichocki, Andrzej
    Phan, Anh-Huy
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2009, E92A (03) : 708 - 721
  • [4] Nonnegative Matrix and Tensor Factorizations [An algorithmic perspective]
    Zhou, Guoxu
    Cichocki, Andrzej
    Zhao, Qibin
    Xie, Shengli
    IEEE SIGNAL PROCESSING MAGAZINE, 2014, 31 (03) : 54 - 65
  • [5] Nonnegative tensor factorizations using an alternating direction method
    Cai, Xingju
    Chen, Yannan
    Han, Deren
    FRONTIERS OF MATHEMATICS IN CHINA, 2013, 8 (01) : 3 - 18
  • [6] Nonnegative tensor factorizations using an alternating direction method
    Xingju Cai
    Yannan Chen
    Deren Han
    Frontiers of Mathematics in China, 2013, 8 : 3 - 18
  • [7] Nonnegative Tensor Train Factorization with DMRG Technique
    E. M. Shcherbakova
    Lobachevskii Journal of Mathematics, 2019, 40 : 1863 - 1872
  • [8] Nonnegative tensor train for the multicomponent Smoluchowski equation
    Matveev, Segey
    Tretyak, Ilya
    Computational and Applied Mathematics, 2025, 44 (01)
  • [9] Nonnegative Tensor Train Factorization with DMRG Technique
    Shcherbakova, E. M.
    LOBACHEVSKII JOURNAL OF MATHEMATICS, 2019, 40 (11) : 1863 - 1872
  • [10] Multiplicative Algorithms for Symmetric Nonnegative Tensor Factorizations and Its Applications
    Che, Maolin
    Wei, Yimin
    JOURNAL OF SCIENTIFIC COMPUTING, 2020, 83 (03)