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Volumn , Issue , 2007, Pages 25-32

Learning on graph with Laplacian regularization

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PERFORMANCE; DIMENSION REDUCTION; GENERALIZATION BOUND; GEOMETRIC PROPERTIES; GRAPH LAPLACIAN; LAPLACIANS; TRANSDUCTIVE LEARNING;

EID: 34547964043     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (93)

References (8)
  • 1
    • 3142725535 scopus 로고    scopus 로고
    • Semi-supervised learning on Riemannian manifolds
    • Special Issue on Clustering
    • M. Belkin and P. Niyogi. Semi-supervised learning on Riemannian manifolds. Machine Learning, Special Issue on Clustering:209-239, 2004.
    • (2004) Machine Learning , pp. 209-239
    • Belkin, M.1    Niyogi, P.2
  • 2
    • 84864035343 scopus 로고    scopus 로고
    • Regional Conference Series inMathematics. AmericanMathematical Society, Rhode Island
    • F. R. Chung. Spectral Graph Theory. Regional Conference Series inMathematics. AmericanMathematical Society, Rhode Island, 1998.
    • (1998) Spectral Graph Theory
    • Chung, F.R.1
  • 3
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS, pages 849-856, 2001.
    • (2001) NIPS , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 5
    • 84858874031 scopus 로고    scopus 로고
    • Partially labeled classification with Markov random walks
    • M. Szummer and T. Jaakkola. Partially labeled classification with Markov random walks. In NIPS 2001, 2002.
    • (2002) NIPS 2001
    • Szummer, M.1    Jaakkola, T.2
  • 6
    • 33749647871 scopus 로고    scopus 로고
    • Analysis of spectral kernel design based semi-supervised learning
    • T. Zhang and R. K. Ando. Analysis of spectral kernel design based semi-supervised learning. In NIPS, 2006.
    • (2006) NIPS
    • Zhang, T.1    Ando, R.K.2
  • 8
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using Gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. Lafferty. Semi-supervised learning using Gaussian fields and harmonic functions. In ICML 2003, 2003.
    • (2003) ICML 2003
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.