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Volumn , Issue , 2011, Pages 1186-1191

Learning a distance metric by empirical loss minimization

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE METRICS; EMPIRICAL RISKS; EXPECTED RISK; LOSS FUNCTIONS; LOSS MINIMIZATION; METRIC LEARNING; TRAINING SETS;

EID: 84865234111     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-202     Document Type: Conference Paper
Times cited : (28)

References (13)
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    • Semi-supervised metric learning using pairwise constraints
    • Mahdieh Soleymani Baghshah and Saeed Bagheri Shouraki. Semi-supervised metric learning using pairwise constraints. In In IJCAI, 2009.
    • (2009) IJCAI
    • Baghshah, M.S.1    Shouraki, S.B.2
  • 3
    • 77957889920 scopus 로고    scopus 로고
    • Harmonic mean for subspace selection
    • Wei Bian and Dacheng Tao. Harmonic mean for subspace selection. In ICPR, 2008.
    • (2008) ICPR
    • Bian, W.1    Tao, D.2
  • 4
    • 79953054794 scopus 로고    scopus 로고
    • Max-min distance analysis by using sequential sdp relaxation for dimension reduction
    • Wei Bian and Dacheng Tao. Max-min distance analysis by using sequential sdp relaxation for dimension reduction. IEEE Trans. Pattern Anal. Mach. Intell., 33(5), 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5
    • Bian, W.1    Tao, D.2
  • 7
    • 33745836716 scopus 로고    scopus 로고
    • Generalization bounds for subspace selection and hyperbolic pca
    • Andreas Maurer. Generalization bounds for subspace selection and hyperbolic pca. In SLSFS, pages 185-197, 2005.
    • (2005) SLSFS , pp. 185-197
    • Maurer, A.1
  • 10
    • 5044238103 scopus 로고    scopus 로고
    • Adjustment learning and relevant component analysis
    • Noam Shental, Tomer Hertz, Daphna Weinshall, and Misha Pavel. Adjustment learning and relevant component analysis. In IN ECCV, 2002.
    • (2002) IN ECCV
    • Shental, N.1    Hertz, T.2    Weinshall, D.3    Pavel, M.4
  • 11
    • 33749550361 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Kilian Q. Weinberger, John Blitzer, and Lawrence K. Saul. Distance metric learning for large margin nearest neighbor classification. In In NIPS, 2006.
    • (2006) In NIPS
    • Weinberger, K.Q.1    Blitzer, J.2    Saul, L.K.3
  • 12
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning, with application to clustering with side-information
    • Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, and Stuart Russell. Distance metric learning, with application to clustering with side-information. In In NIPS, 2002.
    • (2002) In NIPS
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4
  • 13
    • 77956224771 scopus 로고    scopus 로고
    • Robust distance metric learning with auxiliary knowledge
    • Zheng-Jun Zha, Tao Mei, Meng Wang, ZengfuWang, and Xian-Sheng Hua. Robust distance metric learning with auxiliary knowledge. In In IJCAI, 2009.
    • (2009) In IJCAI
    • Zha, Z.-J.1    Mei, T.2    Wang, M.3    Wang, Z.4    Hua, X.-S.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.