메뉴 건너뛰기




Volumn , Issue , 2009, Pages 105-112

Exploring large feature spaces with hierarchical multiple kernel learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; POLYNOMIAL APPROXIMATION;

EID: 84858766876     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (133)

References (14)
  • 4
    • 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. JMLR, 9:1179-1225, 2008.
    • (2008) JMLR , vol.9 , pp. 1179-1225
    • Bach, F.1
  • 5
    • 34447335946 scopus 로고    scopus 로고
    • Grouped and hierarchical model selection through composite absolute penalties
    • To appear
    • P. Zhao, G. Rocha, and B. Yu. Grouped and hierarchical model selection through composite absolute penalties. Ann. Stat., To appear, 2008.
    • (2008) Ann. Stat.
    • Zhao, P.1    Rocha, G.2    Yu, B.3
  • 6
    • 0039722607 scopus 로고    scopus 로고
    • The effect of the input density distribution on kernel-based classifiers
    • C. K. I. Williams and M. Seeger. The effect of the input density distribution on kernel-based classifiers. In Proc. ICML, 2000.
    • (2000) Proc. ICML
    • Williams, C.K.I.1    Seeger, M.2
  • 9
    • 23244434257 scopus 로고    scopus 로고
    • Learning the kernel function via regularization
    • M. Pontil and C.A.Micchelli. Learning the kernel function via regularization. JMLR, 6:1099-1125, 2005.
    • (2005) JMLR , vol.6 , pp. 1099-1125
    • Pontil, M.1    Micchelli, C.A.2
  • 10
    • 85161995863 scopus 로고    scopus 로고
    • Exploring large feature spaces with hierarchical MKL
    • F. Bach. Exploring large feature spaces with hierarchical MKL. Technical Report 00319660, HAL, 2008.
    • (2008) Technical Report 00319660 HAL
    • Bach, F.1
  • 11
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • H. Lee, A. Battle, R. Raina, and A. Ng. Efficient sparse coding algorithms. In NIPS, 2007.
    • (2007) NIPS
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.4
  • 13
    • 0242540474 scopus 로고    scopus 로고
    • Mark: A boosting algorithm for heterogeneous kernel models
    • K. Bennett,M.Momma, and J. Embrechts. Mark: A boosting algorithm for heterogeneous kernel models. In Proc. SIGKDD, 2002.
    • (2002) Proc. SIGKDD
    • Bennett, K.1    Momma, M.2    Embrechts, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.