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Volumn , Issue , 2011, Pages 4164-4167

Stability of CANDECOMP-PARAFAC tensor decomposition

Author keywords

canonical polyadic decomposition; Cram r Rao lower bound; Multilinear models

Indexed keywords

APPROXIMATE HESSIANS; CANONICAL POLYADIC DECOMPOSITION; CLOSED-FORM EXPRESSION; COMPUTATIONALLY EFFICIENT; GAUSSIANS; IDENTIFIABILITY; LOWER BOUNDS; MATRIX; MULTILINEAR MODELS; NOISY OBSERVATIONS; TENSOR DECOMPOSITION; UNBIASED ESTIMATES;

EID: 80051631563     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947270     Document Type: Conference Paper
Times cited : (6)

References (8)
  • 1
    • 48749101457 scopus 로고
    • Thre-way arrays: Rank and uniqueness of trilinear decompositions
    • J. B. Kruskal, "Thre-way arrays: Rank and uniqueness of trilinear decompositions", Linear Algebra and Applications, vol. 18, pp. 95-138, 1977.
    • (1977) Linear Algebra and Applications , vol.18 , pp. 95-138
    • Kruskal, J.B.1
  • 2
    • 33746359652 scopus 로고    scopus 로고
    • Sufficient Conditions for Uniqueness in Candecomp/Parafac and Indscal with Random Component Matrices
    • June
    • A. Stegeman, J.M.F. ten Berge, L. De Lathauwer, "Sufficient Conditions for Uniqueness in Candecomp/Parafac and Indscal with Random Component Matrices", Psychometrika, Vol. 71, No. 2, pp. 219-229, June 2006.
    • (2006) Psychometrika , vol.71 , Issue.2 , pp. 219-229
    • Stegeman, A.1    Ten Berge, J.M.F.2    De Lathauwer, L.3
  • 3
    • 0035447407 scopus 로고    scopus 로고
    • Cramér-Rao Lower Bounds for Low-rank Decomposition of Multidimensional Arrays
    • Sep.
    • X. Liu, and N.D. Sidiropoulos, "Cramér-Rao Lower Bounds for Low-rank Decomposition of Multidimensional Arrays", IEEE Trans. on Signal Processing, vol. 49, no. 9, pp. 2074-2086, Sep. 2001.
    • (2001) IEEE Trans. on Signal Processing , vol.49 , Issue.9 , pp. 2074-2086
    • Liu, X.1    Sidiropoulos, N.D.2
  • 4
    • 0030775193 scopus 로고    scopus 로고
    • A weighted non-negative least squares algorithm for three-way 'PARAFAC' factor analysis
    • P. Paatero, "A weighted non-negative least squares algorithm for three-way 'PARAFAC' factor analysis", Chemometrics and Intelligent Laboratory Systems, vol. 38, pp. 223-242, 1997.
    • (1997) Chemometrics and Intelligent Laboratory Systems , vol.38 , pp. 223-242
    • Paatero, P.1
  • 8
    • 0001501795 scopus 로고
    • Hadamard Products and Multivariate Statistical Analysis
    • G.P.H. Styan, "Hadamard Products and Multivariate Statistical Analysis", Linear Algebra and its Applications, vol. 6, pp. 217-240, 1973.
    • (1973) Linear Algebra and Its Applications , vol.6 , pp. 217-240
    • Styan, G.P.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.