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Volumn , Issue , 2009, Pages 673-680

Geometry-aware metric learning

Author keywords

[No Author keywords available]

Indexed keywords

DIMENSIONALITY REDUCTION; EXISTING METHOD; GENERIC FRAMEWORKS; KERNEL LEARNING; KERNEL MATRICES; LOCAL GEOMETRY; LOW-DIMENSIONAL MANIFOLDS; MACHINE-LEARNING; METRIC LEARNING; MODEL PARAMETERS; PARAMETERIZED; SEMI-DEFINITE PROGRAMMING; SEMI-SUPERVISED; SEMI-SUPERVISED CLASSIFICATION; SIDE-INFORMATION; STATE-OF-THE-ART METHODS;

EID: 71149112096     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (24)

References (16)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • Belkin, M., & Niyogi, P. (2003). Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15, 1373-1396.
    • (2003) Neural Computation , vol.15 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 10
    • 46249123756 scopus 로고    scopus 로고
    • Cross-validation optimization for large scale structured classification kernel methods
    • Seeger, M. (2008). Cross-validation optimization for large scale structured classification kernel methods. Journal of Machine Learning Research, 9, 1147-1178.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 1147-1178
    • Seeger, M.1
  • 11
    • 31844440904 scopus 로고    scopus 로고
    • Beyond the point cloud: From transductive to semi-supervised learning
    • Sindhwani, V., Niyogi, P., & Belkin, M. (2005). Beyond the point cloud: from transductive to semi-supervised learning. Int. Conf. on Machine Learning (pp. 824-831).
    • (2005) Int. Conf. on Machine Learning , pp. 824-831
    • Sindhwani, V.1    Niyogi, P.2    Belkin, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.