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Volumn 5, Issue , 2009, Pages 376-383

Estimation consistency of the group lasso and its applications

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIVE MODELS; CONSISTENCY ANALYSIS; CONSISTENCY RESULT; HIGH-DIMENSIONAL PROBLEMS; UPPER BOUND; VARIABLE SELECTION;

EID: 84860606317     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (44)

References (13)
  • 1
    • 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. Journal of Machine Learning Research, 9: 1179-1225, 2008.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 1179-1225
    • Bach, F.1
  • 4
    • 33747163541 scopus 로고    scopus 로고
    • High dimensional graphs and variable selection with the lasso
    • N. Meinshausen and P. Bühlmann. High dimensional graphs and variable selection with the lasso. The Annals of Statistics, 34:1436-1462, 2006.
    • (2006) The Annals of Statistics , vol.34 , pp. 1436-1462
    • Meinshausen, N.1    Bühlmann, P.2
  • 5
    • 65349193793 scopus 로고    scopus 로고
    • Lasso-type recovery of sparse representations for high-dimensional data
    • N. Meinshausen and B. Yu. Lasso-type recovery of sparse representations for high-dimensional data". The Annals of Statistics, 37(1):246-270, 2009.
    • (2009) The Annals of Statistics , vol.37 , Issue.1 , pp. 246-270
    • Meinshausen, N.1    Yu, B.2
  • 12
    • 79960137621 scopus 로고    scopus 로고
    • Some two-step procedures for variable selection in highdimensional linear regression
    • J. Zhang, X. Jeng, and H. Liu. Some two-step procedures for variable selection in highdimensional linear regression. Technical report, Purdue University, 2008.
    • (2008) Technical Report, Purdue University
    • Zhang, J.1    Jeng, X.2    Liu, H.3
  • 13
    • 33845263263 scopus 로고    scopus 로고
    • On model selection consistency of lasso
    • P. Zhao and B. Yu. On model selection consistency of lasso. J. of Mach. Learn. Res., 7:2541-2567, 2007.
    • (2007) J. of Mach. Learn. Res. , vol.7 , pp. 2541-2567
    • Zhao, P.1    Yu, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.