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Volumn , Issue , 2011, Pages 665-668

Damped Gauss-Newton algorithm for nonnegative Tucker decomposition

Author keywords

face clustering; Gauss Newton; Levenberg Marquardt; low rank approximation; nonnegative Tucker decomposition

Indexed keywords

FACE CLUSTERING; GAUSS-NEWTON; LEVENBERG-MARQUARDT; LOW RANK APPROXIMATIONS; NONNEGATIVE TUCKER DECOMPOSITIONS;

EID: 80052207215     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2011.5967789     Document Type: Conference Paper
Times cited : (14)

References (14)
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    • Mørup, M.1    Hansen, L.K.2    Arnfred, S.M.3
  • 4
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    • Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification
    • In Press, Corrected Proof
    • A.-H. Phan and A. Cichocki, "Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification," Neurocomputing, vol. In Press, Corrected Proof, pp.-, 2011.
    • (2011) Neurocomputing
    • Phan, A.-H.1    Cichocki, A.2
  • 5
    • 78751515806 scopus 로고    scopus 로고
    • Tensor decompositions for feature extraction and classification of high dimensional datasets
    • A.-H. Phan and A. Cichocki, "Tensor decompositions for feature extraction and classification of high dimensional datasets," Nonlinear Theory and Its Applications, IEICE (invited paper), vol. 1, no. 1, pp. 37-68, 2010.
    • (2010) Nonlinear Theory and Its Applications, IEICE (Invited Paper) , vol.1 , Issue.1 , pp. 37-68
    • Phan, A.-H.1    Cichocki, A.2
  • 6
    • 0030775193 scopus 로고    scopus 로고
    • A weighted non-negative least squares algorithm for threeway PARAFAC factor analysis
    • P. Paatero, "A weighted non-negative least squares algorithm for threeway PARAFAC factor analysis," Chemometrics Intelligent Laboratory Systems, vol. 38, no. 2, pp. 223-242, 1997.
    • (1997) Chemometrics Intelligent Laboratory Systems , vol.38 , Issue.2 , pp. 223-242
    • Paatero, P.1
  • 8
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    • Low complexity damped Gauss-Newton algorithms for parallel factor analysis
    • under review
    • A.-H. Phan, P. Tichavský, and A. Cichocki, "Low complexity damped Gauss-Newton algorithms for parallel factor analysis," SIAM, SIMAX, 2010, (under review).
    • (2010) SIAM, SIMAX
    • Phan, A.-H.1    Tichavský, P.2    Cichocki, A.3
  • 9
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    • Fast damped Gauss- Newton algorithm for sparse and nonnegative tensor factorization
    • A.-H. Phan, P. Tichavský, and A. Cichocki, "Fast damped Gauss- Newton algorithm for sparse and nonnegative tensor factorization," in ICASSP, 2011.
    • (2011) ICASSP
    • Phan, A.-H.1    Tichavský, P.2    Cichocki, A.3
  • 10
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • September
    • T.G. Kolda and B.W. Bader, "Tensor decompositions and applications," SIAM Review, vol. 51, no. 3, pp. 455-500, September 2009.
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    • Kolda, T.G.1    Bader, B.W.2
  • 11
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    • Local learning rules for nonnegative Tucker decomposition
    • A.-H. Phan and A. Cichocki, "Local learning rules for nonnegative Tucker decomposition," LNCS, ICONIP, vol. 5863, pp. 538-545, 2009.
    • (2009) LNCS, ICONIP , vol.5863 , pp. 538-545
    • Phan, A.-H.1    Cichocki, A.2
  • 14
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    • Stability of candecomp-parafac tensor decomposition
    • P. Tichavský and Z. Koldovsky, "Stability of candecomp-parafac tensor decomposition," in ICASSP, 2011.
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    • Tichavský, P.1    Koldovsky, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.