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Volumn , Issue , 2009, Pages 1921-1928

Adaptive forward-backward greedy algorithm for sparse learning with linear models

Author keywords

[No Author keywords available]

Indexed keywords

BASE FUNCTION; FORWARD-AND-BACKWARD; FORWARD-BACKWARD GREEDY ALGORITHMS; GREEDY ALGORITHMS; LINEAR COMBINATIONS; LINEAR MODELING; LINEAR PREDICTION MODELS; NOISY OBSERVATIONS; NON-ZERO COEFFICIENTS; TARGET FUNCTIONS;

EID: 84863393425     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (113)

References (10)
  • 1
    • 68649086910 scopus 로고    scopus 로고
    • Simultaneous analysis of Lasso and Dantzig selector
    • to appear
    • Peter Bickel, Yaacov Ritov, and Alexandre Tsybakov. Simultaneous analysis of Lasso and Dantzig selector. Annals of Statistics, 2008. to appear.
    • (2008) Annals of Statistics
    • Bickel, P.1    Ritov, Y.2    Tsybakov, A.3
  • 3
    • 0034342180 scopus 로고    scopus 로고
    • On the optimality of the backward greedy algorithm for the subset selection problem
    • Christophe Couvreur and Yoram Bresler. On the optimality of the backward greedy algorithm for the subset selection problem. SIAM J. Matrix Anal. Appl., 21(3):797-808, 2000.
    • (2000) SIAM J. Matrix Anal. Appl. , vol.21 , Issue.3 , pp. 797-808
    • Couvreur, C.1    Bresler, Y.2
  • 7
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • Joel A. Tropp. Greed is good: Algorithmic results for sparse approximation. IEEE Trans. Info. Theory, 50(10):2231-2242, 2004.
    • (2004) IEEE Trans. Info. Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 8
    • 34548097951 scopus 로고    scopus 로고
    • Model-selection consistency of the Lasso in high-dimensional linear regression
    • Cun-Hui Zhang and Jian Huang. Model-selection consistency of the Lasso in high-dimensional linear regression. Technical report, Rutgers University, 2006.
    • (2006) Technical Report Rutgers University
    • Zhang, C.-H.1    Huang, J.2
  • 10
    • 33845263263 scopus 로고    scopus 로고
    • On model selection consistency of Lasso
    • Peng Zhao and Bin Yu. On model selection consistency of Lasso. Journal of Machine Learning Research, 7:2541-2567, 2006.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 2541-2567
    • Zhao, P.1    Yu, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.