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Volumn 3559 LNAI, Issue , 2005, Pages 470-485

From graphs to manifolds - Weak and strong pointwise consistency of graph Laplacians

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONIC COMMUNITIES; LAPLACE TRANSFORMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL OPERATORS;

EID: 26944489604     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11503415_32     Document Type: Conference Paper
Times cited : (261)

References (13)
  • 1
    • 9444272387 scopus 로고    scopus 로고
    • PhD thesis, University of Chicago
    • M. Belkin. Problems of Learning on Manifolds. PhD thesis, University of Chicago, 2003. http://www.people.es.uchicago.edu/~misha/thesis.pdf.
    • (2003) Problems of Learning on Manifolds
    • Belkin, M.1
  • 2
    • 33746036704 scopus 로고    scopus 로고
    • Towards a theoretical foundation for Laplacian-based manifold methods
    • to appear
    • M. Belkin and P. Niyogi. Towards a theoretical foundation for Laplacian-based manifold methods, to appear in the Proc. of COLT, 2005.
    • (2005) Proc. of COLT
    • Belkin, M.1    Niyogi, P.2
  • 5
    • 0000289318 scopus 로고
    • Distribution-free pointwise consistency of kernel regression estimate
    • W. Greblicki, A. Krzyzak, and M. Pawlak. Distribution-free pointwise consistency of kernel regression estimate. Annals of Statistics, 12:1570-1575, 1984.
    • (1984) Annals of Statistics , vol.12 , pp. 1570-1575
    • Greblicki, W.1    Krzyzak, A.2    Pawlak, M.3
  • 11
    • 26944459102 scopus 로고    scopus 로고
    • Consistency of spectral clustering
    • Max Planck Institute for Biological Cybernetics
    • U. von Luxburg, M. Belkin, and O. Bousquet. Consistency of spectral clustering. Technical Report 134, Max Planck Institute for Biological Cybernetics, 2004.
    • (2004) Technical Report , vol.134
    • Von Luxburg, U.1    Belkin, M.2    Bousquet, O.3
  • 13
    • 84898958201 scopus 로고    scopus 로고
    • Semi-supervised learning on directed graphs
    • D. Zhou, B. Schölkopf, and T. Hoftnann. Semi-supervised learning on directed graphs. In NIPS 17, 2005.
    • (2005) NIPS , vol.17
    • Zhou, D.1    Schölkopf, B.2    Hoftnann, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.