메뉴 건너뛰기




Volumn , Issue , 2013, Pages 659-663

Phase diagram and approximate message passing for blind calibration and dictionary learning

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION PROBLEMS; DICTIONARY LEARNING; LARGE-SIGNALS; MEAN SQUARED ERROR; MESSAGE PASSING ALGORITHM; NUMERICAL TESTS; REPLICA METHOD; THEORETICAL PERFORMANCE;

EID: 84890332329     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2013.6620308     Document Type: Conference Paper
Times cited : (35)

References (27)
  • 2
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by v1
    • B. A. Olshausen and D. J. Field, "Sparse coding with an overcomplete basis set: A strategy employed by v1," Vision Research, vol. 37, p. 3311, 1997.
    • (1997) Vision Research , vol.37 , pp. 3311
    • Olshausen, B.A.1    Field, D.J.2
  • 4
    • 33750383209 scopus 로고    scopus 로고
    • K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. M. Bruckstein, "K-svd: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Transactions on Signal Processing, vol. 54, p. 4311, 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , pp. 4311
    • Aharon, M.1    Elad, M.2    Bruckstein, A.M.3
  • 7
    • 33646712150 scopus 로고    scopus 로고
    • On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them
    • A. M. B. Michal Aharon, Michael Elad, "On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them," Linear Algebra and its Applications, vol. 416, pp. 48-67, 2006.
    • (2006) Linear Algebra and Its Applications , vol.416 , pp. 48-67
    • Michal Aharon, A.M.B.1    Elad, M.2
  • 8
    • 77953788888 scopus 로고    scopus 로고
    • Dictionary identification-sparse matrixfactorisation via -1-minimisation
    • R. Gribonval and K. Schnass, "Dictionary identification-sparse matrixfactorisation via -1-minimisation," IEEE Transactions on Information Theory, vol. 56, no. 7, pp. 3523-3539, 2010.
    • (2010) IEEE Transactions on Information Theory , vol.56 , Issue.7 , pp. 3523-3539
    • Gribonval, R.1    Schnass, K.2
  • 14
    • 78349258863 scopus 로고    scopus 로고
    • Double sparsity: Learning sparse dictionaries for sparse signal approximation
    • R. Rubinstein, M. Zibulevsky, and M. Elad, "Double sparsity: Learning sparse dictionaries for sparse signal approximation," IEEE Transactions on Signal Processing, vol. 58, p. 1553, 2010.
    • (2010) IEEE Transactions on Signal Processing , vol.58 , pp. 1553
    • Rubinstein, R.1    Zibulevsky, M.2    Elad, M.3
  • 16
    • 84862656358 scopus 로고    scopus 로고
    • Statistical physics-based reconstruction in compressed sensing
    • F. Krzakala, M. Ḿezard, F. Sausset, Y. Sun, and L. Zdeborov́a, "Statistical physics-based reconstruction in compressed sensing," Phys. Rev. X, vol. 2, p. 021005, 2012.
    • (2012) Phys. Rev. X , vol.2 , pp. 021005
    • Krzakala, F.1    Mezard, M.2    Sausset, F.3    Sun, Y.4    Zdeborova, L.5
  • 17
    • 84866310626 scopus 로고    scopus 로고
    • Probabilistic reconstruction in compressed sensing: Algorithms, phase diagrams, and threshold achieving matrices
    • F. Krzakala, M. Ḿezard, F. Sausset, Y. Sun, and L. Zdeborov́a, "Probabilistic reconstruction in compressed sensing: Algorithms, phase diagrams, and threshold achieving matrices," J. Stat. Mech., 2012.
    • (2012) J. Stat. Mech.
    • Krzakala, F.1    Mezard, M.2    Sausset, F.3    Sun, Y.4    Zdeborova, L.5
  • 18
    • 73149095169 scopus 로고    scopus 로고
    • Message-passing algorithms for compressed sensing
    • D. L. Donoho, A. Maleki, and A. Montanari, "Message-passing algorithms for compressed sensing," Proc. Natl. Acad. Sci., vol. 106, no. 45, pp. 18 914-18 919, 2009.
    • (2009) Proc. Natl. Acad. Sci. , vol.106 , Issue.45 , pp. 18914-18919
    • Donoho, D.L.1    Maleki, A.2    Montanari, A.3
  • 19
    • 77954825041 scopus 로고    scopus 로고
    • Message passing algorithms for compressed sensing: I. Motivation and construction
    • D. Donoho, A. Maleki, and A. Montanari, "Message passing algorithms for compressed sensing: I. motivation and construction," in IEEE Information Theory Workshop (ITW), 2010, pp. 1-5.
    • (2010) IEEE Information Theory Workshop (ITW) , pp. 1-5
    • Donoho, D.1    Maleki, A.2    Montanari, A.3
  • 21
    • 84996241537 scopus 로고
    • Solution of 'solvable model of a spin-glass
    • D. J. Thouless, P. W. Anderson, and R. G. Palmer, "Solution of 'solvable model of a spin-glass'," Phil. Mag., vol. 35, pp. 593-601, 1977.
    • (1977) Phil. Mag. , vol.35 , pp. 593-601
    • Thouless, D.J.1    Anderson, P.W.2    Palmer, R.G.3
  • 24
    • 79251496987 scopus 로고    scopus 로고
    • The dynamics of message passing on dense graphs, with applications to compressed sensing
    • M. Bayati and A. Montanari, "The dynamics of message passing on dense graphs, with applications to compressed sensing," IEEE Transactions on Information Theory, vol. 57, no. 2, pp. 764-785, 2011.
    • (2011) IEEE Transactions on Information Theory , vol.57 , Issue.2 , pp. 764-785
    • Bayati, M.1    Montanari, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.