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Volumn , Issue , 2013, Pages 669-673

Sample complexity of Bayesian optimal dictionary learning

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF PROPAGATION; COMPRESSION RATES; DICTIONARY LEARNING; DIMENSIONAL VECTORS; LEARNING SCHEMES; LOW COMPUTATIONAL COMPLEXITY; POSTERIOR DISTRIBUTIONS; SAMPLE COMPLEXITY;

EID: 84890376112     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2013.6620310     Document Type: Conference Paper
Times cited : (6)

References (19)
  • 2
    • 79957590676 scopus 로고
    • Certain topics in telegraph transmission theory
    • H. Nyquist, Certain topics in telegraph transmission theory, Trans. AIEE 47 (2), pp. 617-644 (1928).
    • (1928) Trans. AIEE , vol.47 , Issue.2 , pp. 617-644
    • Nyquist, H.1
  • 3
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • D. L. Donoho, Compressed sensing, IEEE Trans. Inform. Theory 52 (4), pp. 1289-1306 (2006).
    • (2006) IEEE Trans. Inform. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 4
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • E. J. Candes, and T Tao, Decoding by Linear Programming, IEEE Trans. Inform. Theory 51 (12), pp. 4203-215 (2005).
    • (2005) IEEE Trans. Inform. Theory , vol.51 , Issue.12 , pp. 4203-215
    • Candes, E.J.1    Tao, T.2
  • 5
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by vi
    • B. A. Olshausen and D. J. Field, Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by VI?, Vision Res. 37 (23), pp. 33113325 (1997).
    • (1997) Vision Res , vol.37 , Issue.23 , pp. 33113325
    • Olshausen, B.A.1    Field, D.J.2
  • 6
    • 77952714665 scopus 로고    scopus 로고
    • Dictionaries for sparse representation modeling
    • R. Rubinstein, A. M. Bruckstein, and M. Elad, Dictionaries for Sparse Representation Modeling,Froc.ofIEEE 98 (6), pp. 1045-1057 (2010).
    • (2010) Froc.ofIEEE , vol.98 , Issue.6 , pp. 1045-1057
    • Rubinstein, R.1    Bruckstein, A.M.2    Elad, M.3
  • 7
    • 84892329327 scopus 로고    scopus 로고
    • Sparse and redundant representations: From theory to applications
    • Springer-Verlag, New York
    • M. Elad, Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing, (Springer-Verlag, New York, 2010).
    • (2010) Signal and Image Processing
    • Elad, M.1
  • 9
    • 33646712150 scopus 로고    scopus 로고
    • On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them
    • M. Aharon, M. Elad, and A. M. Bruckstein, On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them, Linear Algebra and its Applications 416 (1), pp. 48-67 (2006).
    • (2006) Linear Algebra and Its Applications , vol.416 , Issue.1 , pp. 48-67
    • Aharon, M.1    Elad, M.2    Bruckstein, A.M.3
  • 12
    • 0033612060 scopus 로고    scopus 로고
    • The Nishimori line and Bayesian statistics
    • Y. Iba, The Nishimori line and Bayesian statistics, J. Phys. A: Math. Gen. 32 (21), 3875-3888 (1999)
    • (1999) J. Phys. A: Math. Gen , vol.32 , Issue.21 , pp. 3875-3888
    • Iba, Y.1
  • 16
    • 84862656358 scopus 로고    scopus 로고
    • Statistical-physics-based reconstruction in compressed sensing
    • F. Krzakala, M. Mezard, F. Sausset, Y. F. Sun, and L. Zdeborova Statistical-Physics-Based Reconstruction in Compressed Sensing,Vhys. Rev. X 2, pp. 021005-1-021005-18 (2012).
    • (2012) Vhys. Rev. X 2 , pp. 0210051-02100518
    • Krzakala, F.1    Mezard, M.2    Sausset, F.3    Sun, Y.F.4    Zdeborova, L.5
  • 17
    • 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. 35 (3), pp. 593-601 (1977).
    • (1977) Phil. Mag , vol.35 , Issue.3 , pp. 593-601
    • Thouless, D.J.1    Anderson, P.W.2    Palmer, R.G.3
  • 18
    • 0242678317 scopus 로고    scopus 로고
    • A CDMA multiuser detection algorithm on the basis of belief propagation,3
    • K. Kabashima, A CDMA multiuser detection algorithm on the basis of belief propagation,3.?hys. A 36 (43), pp. 11111-11121 (2003).
    • (2003) Hys. A , vol.36 , Issue.43 , pp. 11111-11121
    • Kabashima, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.