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Volumn , Issue , 2009, Pages 489-496

An homotopy algorithm for the Lasso with online observations

Author keywords

[No Author keywords available]

Indexed keywords

'CURRENT; BASIS PURSUIT DE-NOISING (BPDN); COORDINATE DESCENT; DATAPOINTS; HOMOTOPIES; HOMOTOPY ALGORITHMS; MODEL SELECTION; ON-LINE OBSERVATIONS; OPTIMIZATION PROBLEMS; PENALIZED LEAST SQUARE REGRESSIONS;

EID: 80052887877     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (70)

References (20)
  • 2
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • DOI 10.1137/S003614450037906X, PII S003614450037906X
    • S. Chen, D. Donoho, and M. Saunders. Atomic decomposition by basis pursuit. SIAM Review, 43(1):129-159, 2001. (Pubitemid 32406896)
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 9
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
    • I. Daubechies, M. Defrise, and C. De Mol. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint. Communications on Pure and Applied Mathematics, 57:1413-1541, 2004.
    • (2004) Communications on Pure and Applied Mathematics , vol.57 , pp. 1413-1541
    • Daubechies, I.1    Defrise, M.2    De Mol, C.3
  • 14
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • DOI 10.1109/JSTSP.2007.910281
    • M. Figueiredo, R. Nowak, and S. Wright. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems. IEEE Journal of Selected Topics in Signal Processing, 1(4):586-597, 2007. (Pubitemid 351276802)
    • (2007) IEEE Journal on Selected Topics in Signal Processing , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.A.T.1    Nowak, R.D.2    Wright, S.J.3
  • 15
    • 0000267844 scopus 로고
    • An effective method for computing regression quantiles
    • Jan
    • M Osborne. An effective method for computing regression quantiles. IMA Journal of Numerical Analysis, Jan 1992.
    • (1992) IMA Journal of Numerical Analysis
    • Osborne, M.1
  • 20
    • 30844433547 scopus 로고    scopus 로고
    • Extensions of compressed sensing
    • DOI 10.1016/j.sigpro.2005.05.029, PII S0165168405002215, Sparse Approximations in Signal and Image Processing
    • Y. Tsaig and D.L. Donoho. Extensions of compressed sensing. Signal Processing, 86(3):549-571, 2006. (Pubitemid 43106571)
    • (2006) Signal Processing , vol.86 , Issue.3 , pp. 549-571
    • Tsaig, Y.1    Donoho, D.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.