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Volumn , Issue , 2008, Pages 229-238

Sparse recovery in large ensembles of kernel machines

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEXITY PENALTIES; EMPIRICAL RISK MINIMIZATION; KERNEL MACHINE; ORACLE INEQUALITIES; PREDICTION RULES; REPRODUCING KERNEL HILBERT SPACES; SPARSE RECOVERY; TARGET FUNCTIONS;

EID: 84860650487     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (45)

References (13)
  • 2
    • 48849115978 scopus 로고    scopus 로고
    • Statistical performance of support vector machines
    • Blanchard, G., Bousquet, O. and Massart, P. (2008), Statistical performance of support vector machines, Annals of Statistics, 36, 489-531.
    • (2008) Annals of Statistics , vol.36 , pp. 489-531
    • Blanchard, G.1    Bousquet, O.2    Massart, P.3
  • 4
    • 69049108348 scopus 로고    scopus 로고
    • Sparsity in penalized empirical risk minimization
    • To appear
    • Koltchinskii, V. (2008), Sparsity in penalized empirical risk minimization, Ann. Inst. H. Poincaré, to appear.
    • (2008) Ann. Inst. H. Poincaré
    • Koltchinskii, V.1
  • 7
    • 33847350805 scopus 로고    scopus 로고
    • Component selecion and smoothing in multivariate nonparametric regression
    • Lin, Y. and Zhang, H. (2006), Component selecion and smoothing in multivariate nonparametric regression, Annals of Statistics, 34, 2272-2297.
    • (2006) Annals of Statistics , vol.34 , pp. 2272-2297
    • Lin, Y.1    Zhang, H.2
  • 13
    • 84898060846 scopus 로고    scopus 로고
    • Nonnegative garrote component selection in functional ANOVA models
    • Yuan, M. (2007), Nonnegative garrote component selection in functional ANOVA models, in Proceedings of AI and Statistics (AISTAT 07), 656-662.
    • (2007) Proceedings of AI and Statistics (AISTAT 07) , pp. 656-662
    • Yuan, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.