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Volumn , Issue , 2011, Pages

Trace Lasso: A trace norm regularization for correlated designs

Author keywords

[No Author keywords available]

Indexed keywords

COVARIATES; DESIGN MATRIX; HIGHLY-CORRELATED; LINEAR MODELING; MODELING COMPLEXITY; PARAMETER VECTORS; PENALTY FUNCTION; PROPERTY; REGULARISATION; TRACE-NORMS;

EID: 85162319557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (171)

References (25)
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  • 2
    • 84863393425 scopus 로고    scopus 로고
    • Adaptive forward-backward greedy algorithm for sparse learning with linear models
    • T. Zhang. Adaptive forward-backward greedy algorithm for sparse learning with linear models. Advances in Neural Information Processing Systems, 22, 2008.
    • (2008) Advances in Neural Information Processing Systems , vol.22
    • Zhang, T.1
  • 3
    • 44649181578 scopus 로고    scopus 로고
    • Bayesian inference and optimal design for the sparse linear model
    • M.W. Seeger. Bayesian inference and optimal design for the sparse linear model. The Journal of Machine Learning Research, 9:759-813, 2008.
    • (2008) The Journal of Machine Learning Research , vol.9 , pp. 759-813
    • Seeger, M.W.1
  • 6
    • 68649086910 scopus 로고    scopus 로고
    • Simultaneous analysis of Lasso and Dantzig selector
    • P.J. Bickel, Y. Ritov, and A.B. Tsybakov. Simultaneous analysis of Lasso and Dantzig selector. The Annals of Statistics, 37(4):1705-1732, 2009.
    • (2009) The Annals of Statistics , vol.37 , Issue.4 , pp. 1705-1732
    • Bickel, P.J.1    Ritov, Y.2    Tsybakov, A.B.3
  • 12
    • 46249088758 scopus 로고    scopus 로고
    • Consistency of the group Lasso and multiple kernel learning
    • F. Bach. Consistency of the group Lasso and multiple kernel learning. The Journal of Machine Learning Research, 9:1179-1225, 2008.
    • (2008) The Journal of Machine Learning Research , vol.9 , pp. 1179-1225
    • Bach, F.1
  • 16
    • 0001300994 scopus 로고
    • Solution of incorrectly formulated problems and the regularization method
    • A. Tikhonov. Solution of incorrectly formulated problems and the regularization method. In Soviet Math. Dokl., volume 5, page 1035, 1963.
    • (1963) Soviet Math. Dokl. , vol.5 , pp. 1035
    • Tikhonov, A.1
  • 17
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • A.E. Hoerl and R.W. Kennard. Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 12(1):55-67, 1970.
    • (1970) Technometrics , vol.12 , Issue.1 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.