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Volumn 3, Issue , 2014, Pages 2388-2399

Putting MRFs on a tensor train

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; LEARNING SYSTEMS; OBJECT ORIENTED PROGRAMMING; STRUCTURAL FRAMES; TENSORS;

EID: 84919948678     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (25)
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    • Caroll, J.D.1    Chang, J.J.2
  • 4
    • 77956032667 scopus 로고    scopus 로고
    • Hierarchical singular value decomposition of tensors
    • Grasedyck, L. Hierarchical singular value decomposition of tensors. SIAM J. Matrix Anal. Appl., 31:2029-2054, 2010.
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    • A new scheme for the tensor representation
    • Hackbusch, W. and KUhn, S. A new scheme for the tensor representation. J. Fourier Anal. Appl., 15:706-722, 2009.
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    • Hackbusch, W.1    Kuhn, S.2
  • 11
    • 84919892310 scopus 로고    scopus 로고
    • DMRG+QTT approach to computation of the ground state for the molecular schrddinger operator
    • Preprint, Leipzig
    • Khoromskij, B. N. and Oseledets, I. V. DMRG+QTT approach to computation of the ground state for the molecular Schrddinger operator. Preprint 69, MPI MIS, Leipzig, 2010.
    • (2010) MPI MIS , vol.69
    • Khoromskij, B.N.1    Oseledets, I.V.2
  • 15
    • 77956951736 scopus 로고    scopus 로고
    • Libdai: A free and open source C++ library for discrete approximate inference in graphical models
    • August
    • Mooij, J. M. libDAI: A free and open source C++ library for discrete approximate inference in graphical models. Journal of Machine Learning Research, 11:2169-2173, August 2010.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 2169-2173
    • Mooij, J.M.1
  • 16
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • Neal, R. Annealed importance sampling. Statistics and Computing, 11:125-139, 2001.
    • (2001) Statistics and Computing , vol.11 , pp. 125-139
    • Neal, R.1
  • 18
    • 80053896203 scopus 로고    scopus 로고
    • Tensor-train decomposition
    • Oseledets, I. V. Tensor-Train decomposition. SIAM J. Scientific Computing, 33(5):2295-2317, 2011.
    • (2011) SIAM J. Scientific Computing , vol.33 , Issue.5 , pp. 2295-2317
    • Oseledets, I.V.1
  • 19
    • 70449525345 scopus 로고    scopus 로고
    • TT-cross approximation for multidimensional arrays
    • Oseledets, I. V. and Tyrtyshnikov, E. E. TT-cross approximation for multidimensional arrays. Linear Algebra Appl., 432(1):70-88, 2010.
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    • Oseledets, I.V.1    Tyrtyshnikov, E.E.2
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    • Some mathematical notes on three-mode factor analysis
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  • 24
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    • Wainwright, M. J. and Jordan, M. I. Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning, 1(1-2): 1-305, 2008.
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    • Wainwright, M.J.1    Jordan, M.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.