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
  • [31] Analyzing the impact of the initialization for the nonnegative tensor factorization in tensor displays
    Carmona-Ballester, David
    Manuel Trujillo-Sevilla, Juan
    Bonaque-Gonzalez, Sergio
    Hernandez-Delgado, Angela
    Manuel Rodriguez-Ramos, Jose
    OPTICAL ENGINEERING, 2018, 57 (06)
  • [32] Scalable tensor factorizations for incomplete data
    Acar, Evrim
    Dunlavy, Daniel M.
    Kolda, Tamara G.
    Morup, Morten
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2011, 106 (01) : 41 - 56
  • [33] ROBUST FACTORIZATIONS AND COLORINGS OF TENSOR GRAPHS
    Brakensiek, Joshua
    Davies, Sami
    SIAM JOURNAL ON DISCRETE MATHEMATICS, 2024, 38 (01) : 883 - 916
  • [34] Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations
    Phan, Anh-Huy
    Tichavsky, Petr
    Cichocki, Andrzej
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (19) : 4834 - 4846
  • [35] Nonnegative Tensor-Train Low-Rank Approximations of the Smoluchowski Coagulation Equation
    Manzini, Gianmarco
    Skau, Erik
    Truong, Duc P.
    Vangara, Raviteja
    LARGE-SCALE SCIENTIFIC COMPUTING (LSSC 2021), 2022, 13127 : 342 - 350
  • [36] A Novel Tensor-Based Model Compression Method via Tucker and Tensor Train Decompositions
    Chen, Cong
    Batselier, Kim
    Wong, Ngai
    2017 IEEE 26TH CONFERENCE ON ELECTRICAL PERFORMANCE OF ELECTRONIC PACKAGING AND SYSTEMS (EPEPS), 2017,
  • [37] A GENERALIZED HIERARCHICAL NONNEGATIVE TENSOR DECOMPOSITION
    Vendrow, Joshua
    Haddock, Jamie
    Needell, Deanna
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 4473 - 4477
  • [38] Nonnegative curvature and conullity of the curvature tensor
    Thomas G. Brooks
    Annals of Global Analysis and Geometry, 2019, 56 : 555 - 566
  • [39] FAST DAMPED GAUSS-NEWTON ALGORITHM FOR SPARSE AND NONNEGATIVE TENSOR FACTORIZATION
    Anh Huy Phan
    Tichavsky, Petr
    Cichocki, Andrzej
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 1988 - 1991
  • [40] Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation
    Zhou, Guoxu
    Cichocki, Andrzej
    Xie, Shengli
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (06) : 2928 - 2940