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Volumn , Issue , 2007, Pages 129-136

Convergence of Laplacian eigenmaps

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE RESULTS; DIMENSIONALITY REDUCTION ALGORITHMS; LAPLACE-BELTRAMI OPERATOR; LAPLACIAN EIGENMAPS; LAPLACIANS; POINT CLOUD;

EID: 84864042188     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (238)

References (14)
  • 2
    • 84880203756 scopus 로고    scopus 로고
    • Laplacian Eigenmaps and spectral techniques for embedding and clustering
    • M. Belkin, P. Niyogi, Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering, NIPS 2001.
    • NIPS 2001
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 33746036704 scopus 로고    scopus 로고
    • Towards a theoretical foundation for laplacian-based manifold methods
    • M. Belkin, P. Niyogi, Towards a Theoretical Foundation for Laplacian-Based Manifold Methods, COLT 2005.
    • COLT 2005
    • Belkin, M.1    Niyogi, P.2
  • 7
    • 0037948870 scopus 로고    scopus 로고
    • Hessian Eigenmaps: New locally linear embedding tech- niques for high-dimensional data
    • D. L. Donoho, C. E. Grimes, Hessian Eigenmaps: new locally linear embedding tech- niques for high-dimensional data, PNAS, vol. 100 pp. 5591-5596.
    • PNAS , vol.100 , pp. 5591-5596
    • Donoho, D.L.1    Grimes, C.E.2
  • 9
    • 33749598434 scopus 로고    scopus 로고
    • From graphs to manifolds - Weak and strong pointwise consistency of graph Laplacians
    • M. Hein, J.-Y. Audibert, U. von Luxburg, From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians, COLT 2005.
    • COLT 2005
    • Hein, M.1    Audibert, J.-Y.2    Von Luxburg, U.3
  • 13
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Sam T. Roweis, Lawrence K. Saul. (2000). Nonlinear Dimensionality Reduction by Locally Linear Embedding, Science, vol 290.
    • (2000) Science , vol.290
    • Sam, T.1    Roweis Lawrence, K.2    Saul3
  • 14
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J.B.Tenenbaum, V. de Silva, J. C. Langford. (2000). A Global Geometric Framework for Nonlinear Dimensionality Reduction, Science, Vol 290.
    • (2000) Science , vol.290
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.