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Volumn 74, Issue 1, 2009, Pages 23-38

Convergence analysis of kernel Canonical Correlation Analysis: Theory and practice

Author keywords

Canonical Correlation Analysis; Kernel methods; Rademacher complexity

Indexed keywords

BASIS VECTORS; CANONICAL CORRELATION ANALYSIS; CONVERGENCE ANALYSIS; ERROR BOUNDS; KERNEL METHODS; RADEMACHER COMPLEXITY; REAL WORLDS; REGULARISATION;

EID: 58149193404     PISSN: 08856125     EISSN: 15730565     Source Type: Journal    
DOI: 10.1007/s10994-008-5085-3     Document Type: Article
Times cited : (64)

References (21)
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    • Rademacher and Gaussian complexities: Risk bounds and structural results
    • P. L. Bartlett S. Mendelson 2002 Rademacher and Gaussian complexities: Risk bounds and structural results Journal of Machine Learning Research 3 463 482
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    • Bartlett, P.L.1    Mendelson, S.2
  • 11
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • D. R. Hardoon S. Szedmak J. Shawe-Taylor 2004 Canonical correlation analysis: an overview with application to learning methods Neural Computation 16 2639 2664
    • (2004) Neural Computation , vol.16 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 12
    • 33749389481 scopus 로고    scopus 로고
    • A correlation approach for automatic image annotation
    • Hardoon, D. R., Saunders, C., Szedmak, S., & Shawe-Taylor, J. (2006). A correlation approach for automatic image annotation. In Springer LNAI (Vol. 4093, pp. 681-692).
    • (2006) Springer LNAI , vol.4093 , pp. 681-692
    • Hardoon, D.R.1    Saunders, C.2    Szedmak, S.3    Shawe-Taylor, J.4
  • 13
    • 34548537654 scopus 로고    scopus 로고
    • Unsupervised analysis of fmri data using kernel canonical correlation
    • 4
    • D. R. Hardoon J. Mourao-Miranda M. Brammer J. Shawe-Taylor 2007 Unsupervised analysis of fmri data using kernel canonical correlation NeuroImage 37 4 1250 1259
    • (2007) NeuroImage , vol.37 , pp. 1250-1259
    • Hardoon, D.R.1    Mourao-Miranda, J.2    Brammer, M.3    Shawe-Taylor, J.4
  • 14
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • H. Hotelling 1936 Relations between two sets of variates Biometrika 28 312 377
    • (1936) Biometrika , vol.28 , pp. 312-377
    • Hotelling, H.1
  • 15
    • 0000020007 scopus 로고
    • Canonical analysis of several sets of variables
    • J. R. Ketterling 1971 Canonical analysis of several sets of variables Biometrika 58 433 451
    • (1971) Biometrika , vol.58 , pp. 433-451
    • Ketterling, J.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.