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Volumn V, Issue , 2005, Pages

An information-theoretic perspective to kernel independent components analysis

Author keywords

[No Author keywords available]

Indexed keywords

INDEPENDENT COMPONENT ANALYSIS; LEARNING ALGORITHMS; PARAMETER ESTIMATION;

EID: 33646759602     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416287     Document Type: Conference Paper
Times cited : (6)

References (13)
  • 3
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. J. Smola, and K. R. Müller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, vol. 10, pp. 1299-1319, 1998.
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.J.2    Müller, K.R.3
  • 7
    • 84892189639 scopus 로고    scopus 로고
    • A novel measure for independent component analysis (ICA)
    • D. Xu, J. C. Principe, J. Fisher III, H. -C, Wu, "A novel measure for independent component analysis (ICA)," Proc. ICASSP'98, vol. 2, pp. 12-15, 1998.
    • (1998) Proc. ICASSP'98 , vol.2 , pp. 12-15
    • Xu, D.1    Principe, J.C.2    Fisher III, J.3    Wu, H.C.4
  • 8
    • 0035369829 scopus 로고    scopus 로고
    • Blind source separation using renyi's mutual informaiton
    • K. E. Hild, D. Erdogmus, J. C. Principe, "Blind Source Separation using Renyi's Mutual Informaiton," IEEE Signal Processing Letters, vol. 8, no. 6, pp. 174-176, 2001.
    • (2001) IEEE Signal Processing Letters , vol.8 , Issue.6 , pp. 174-176
    • Hild, K.E.1    Erdogmus, D.2    Principe, J.C.3
  • 9
    • 0036737108 scopus 로고    scopus 로고
    • Generalized information potential criterion for adaptive system training
    • D. Erdogmus, J.C. Principe, "Generalized Information Potential Criterion for Adaptive System Training," IEEE Trans. Neural Networks, vol. 13, no. 5, pp. 1035-1044, 2002.
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.5 , pp. 1035-1044
    • Erdogmus, D.1    Principe, J.C.2
  • 10
    • 0001500115 scopus 로고
    • Functions of positive and negative type and their connection with the theory of integral equations
    • J. Mercer, "Functions of Positive and Negative Type and their Connection with the Theory of Integral Equations," Philos. Trans. Roy. Soc. London, vol. A. pp. 415-446, 1909.
    • (1909) Philos. Trans. Roy. Soc. London , vol.A , pp. 415-446
    • Mercer, J.1
  • 11
    • 33646809183 scopus 로고    scopus 로고
    • Cauchy-Schwartz pdf divergence measure for non-parametric clustering
    • Bergen, Norway
    • R. Jenssen, J. C. Principe and T. Eltoft, "Cauchy-Schwartz pdf Divergence Measure for non-Parametric Clustering," Proc. NORSIG'03, Bergen, Norway, 2003.
    • (2003) Proc. NORSIG'03
    • Jenssen, R.1    Principe, J.C.2    Eltoft, T.3
  • 12
    • 0003580192 scopus 로고
    • On estimation of a probability density function and mode
    • Holden-Day, CA
    • E. Parzen, "On Estimation of a Probability Density Function and Mode", in Time Series Analysis Papers, Holden-Day, CA, 1967.
    • (1967) Time Series Analysis Papers
    • Parzen, E.1
  • 13
    • 17644422252 scopus 로고    scopus 로고
    • Towards a unification of information theoretic learning and kernel methods
    • Sao Luis, Brazil
    • R. Jenssen, D. Erdogmus, J. Principe, T. Eltoft, "Towards a Unification of Information Theoretic Learning and Kernel Methods," Proc. MLSP'04, Sao Luis, Brazil, 2004.
    • (2004) Proc. MLSP'04
    • Jenssen, R.1    Erdogmus, D.2    Principe, J.3    Eltoft, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.