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Volumn , Issue , 2013, Pages 3103-3107

Hierarchical sparse modeling using Spike and Slab priors

Author keywords

compressed sensing; hierarchical; sparse modeling; spike and slab

Indexed keywords

BAYESIAN; EXPECTATION PROPAGATION; HIERARCHICAL; SPARSE MODELING; SPARSE MODELS; SPIKE AND SLAB; SYNTHETIC AND REAL DATA;

EID: 84890502852     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638229     Document Type: Conference Paper
Times cited : (12)

References (20)
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    • E.J. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," Information Theory, IEEE Transactions on, vol. 52, no. 2, pp. 489-509, 2006.
    • (2006) Information Theory, IEEE Transactions on , vol.52 , Issue.2 , pp. 489-509
    • Candès, E.J.1    Romberg, J.2    Tao, T.3
  • 10
    • 79551657781 scopus 로고    scopus 로고
    • The bayesian elastic net
    • Q. Li and N. Lin, "The bayesian elastic net," Bayesian Analysis, vol. 5, no. 1, pp. 151-170, 2010.
    • (2010) Bayesian Analysis , vol.5 , Issue.1 , pp. 151-170
    • Li, Q.1    Lin, N.2
  • 13
    • 22944460748 scopus 로고    scopus 로고
    • Spike and slab variable selection: Frequentist and bayesian strategies
    • H. Ishwaran and J.S. Rao, "Spike and slab variable selection: frequentist and bayesian strategies," The Annals of Statistics, vol. 33, no. 2, pp. 730-773, 2005.
    • (2005) The Annals of Statistics , vol.33 , Issue.2 , pp. 730-773
    • Ishwaran, H.1    Rao, J.S.2
  • 14
    • 84860345321 scopus 로고    scopus 로고
    • A majorization-minimization approach to variable selection using spike and slab priors
    • T.J. Yen, "A majorization-minimization approach to variable selection using spike and slab priors," The Annals of Statistics, vol. 39, no. 3, pp. 1748-1775, 2011.
    • (2011) The Annals of Statistics , vol.39 , Issue.3 , pp. 1748-1775
    • Yen, T.J.1
  • 18
    • 33750383209 scopus 로고    scopus 로고
    • K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. Bruckstein, "K-svd: An algorithm for designing overcomplete dictionaries for sparse representation," Signal Processing, IEEE Transactions on, vol. 54, no. 11, pp. 4311-4322, 2006.
    • (2006) Signal Processing, IEEE Transactions on , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.