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Volumn , Issue , 2005, Pages 17-24

Kernelized infomax clustering

Author keywords

[No Author keywords available]

Indexed keywords

AFFINITY MATRIX; EIGENVALUES; FEATURE SPACE; GRAM MATRICES; INFOMAX; INFORMATION-THEORETIC APPROACH; LARGE DATASETS; LEARNING PARAMETERS; MUTUAL INFORMATIONS; TRAINING PATTERNS;

EID: 84864053268     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (28)

References (15)
  • 2
    • 21944432091 scopus 로고    scopus 로고
    • Learning spectral clustering
    • MIT Press
    • Bach, F. R. and Jordan, M. I. (2003). Learning spectral clustering. In NIPS. MIT Press.
    • (2003) NIPS
    • Bach, F.R.1    Jordan, M.I.2
  • 3
    • 35048888249 scopus 로고    scopus 로고
    • The im algorithm: A variational approach to information maximization
    • MIT Press
    • Barber, D. and Agakov, F. V. (2003). The IM Algorithm: A Variational Approach to Information Maximization. In NIPS. MIT Press.
    • (2003) NIPS
    • Barber, D.1    Agakov, F.V.2
  • 4
    • 0032184953 scopus 로고    scopus 로고
    • Mutual information, fisher information and population coding
    • Brunel, N. and Nadal, J.-P. (1998). Mutual Information, Fisher Information and Population Coding. Neural Computation, 10:1731-1757.
    • (1998) Neural Computation , vol.10 , pp. 1731-1757
    • Brunel, N.1    Nadal, J.-P.2
  • 5
    • 85156234841 scopus 로고    scopus 로고
    • Extracting relevant structures with side information
    • MIT Press
    • Chechik, G. and Tishby, N. (2002). Extracting relevant structures with side information. In NIPS, volume 15. MIT Press.
    • (2002) NIPS , vol.15
    • Chechik, G.1    Tishby, N.2
  • 8
    • 12244256379 scopus 로고    scopus 로고
    • Kernel k-means, spectral clustering and normalized cuts
    • ACM
    • Dhillon, I. S., Guan, Y., and Kulis, B. (2004). Kernel k-means, Spectral Clustering and Normalized Cuts. In KDD. ACM.
    • (2004) KDD
    • Dhillon, I.S.1    Guan, Y.2    Kulis, B.3
  • 10
    • 0010437931 scopus 로고
    • Towards an organizing principle for a layered perceptual network
    • American Institute of Physics
    • Linsker, R. (1988). Towards an Organizing Principle for a Layered Perceptual Network. In Advances in Neural Information Processing Systems. American Institute of Physics.
    • (1988) Advances in Neural Information Processing Systems
    • Linsker, R.1
  • 11
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • MIT Press
    • Ng, A. Y., Jordan, M., and Weiss, Y. (2001). On spectral clustering: Analysis and an algorithm. In NIPS, volume 14. MIT Press.
    • (2001) NIPS , vol.14
    • Ng, A.Y.1    Jordan, M.2    Weiss, Y.3
  • 15
    • 0002341107 scopus 로고    scopus 로고
    • Mutual information in learning feature transformations
    • Morgan Kaufmann
    • Torkkola, K. and Campbell, W. M. (2000). Mutual Information in Learning Feature Transformations. In ICML. Morgan Kaufmann.
    • (2000) ICML
    • Torkkola, K.1    Campbell, W.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.