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Two-sided diagonalization of order-three tensors

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F15%3A00447021" target="_blank" >RIV/67985556:_____/15:00447021 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/EUSIPCO.2015.7362532" target="_blank" >http://dx.doi.org/10.1109/EUSIPCO.2015.7362532</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/EUSIPCO.2015.7362532" target="_blank" >10.1109/EUSIPCO.2015.7362532</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Two-sided diagonalization of order-three tensors

  • Original language description

    This paper presents algorithms for two-sided diagonalization of order-three tensors. It is another expression for joint nonsymmetric approximate diagonalization of a set of square matrices, say T_1, . . ., T_M: We seek two non-orthogonal matrices A and Bsuch that the products AT_mB^T are close to diagonal in a sense. The algorithms can be used for a block tensor decomposition and applied e.g. for tensor deconvolution and feature extraction using the convolutive model.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA14-13713S" target="_blank" >GA14-13713S: Tensor Decomposition Methods and Their Applications</a><br>

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 23rd European Signal Processing Conference (EUSIPCO 2015)

  • ISBN

    978-0-9928626-4-0

  • ISSN

    2076-1465

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    998-1002

  • Publisher name

    IEEE Computer Society

  • Place of publication

    Piscataway

  • Event location

    Nice

  • Event date

    Aug 31, 2015

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article