메뉴 건너뛰기




Volumn , Issue , 2011, Pages 1113-1120

Bipartite ranking through minimization of univariate loss

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION METHODS; COST-SENSITIVE; EXPERIMENTAL STUDIES; LOSS FUNCTIONS; TRAINING EXAMPLE; UNIVARIATE;

EID: 80053441004     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (88)

References (18)
  • 2
    • 84898065480 scopus 로고    scopus 로고
    • An efficient reduction of ranking to classification
    • Ailon, N. and Mohri, M. An efficient reduction of ranking to classification. In COLT, pp. 87-98, 2008.
    • (2008) COLT , pp. 87-98
    • Ailon, N.1    Mohri, M.2
  • 7
    • 51049098491 scopus 로고    scopus 로고
    • Ranking and empirical minimization of U-statistics
    • Clémençon, S., Gábor, L., and Vayatis, N. Ranking and empirical minimization of U-statistics. Annals of Statistics, 36:844-874, 2008.
    • (2008) Annals of Statistics , vol.36 , pp. 844-874
    • Clémençon, S.1    Gábor, L.2    Vayatis, N.3
  • 9
    • 14344262841 scopus 로고    scopus 로고
    • AUC optimization vs. error rate minimization
    • MIT Press
    • Cortes, C. and Mohri, M. AUC optimization vs. error rate minimization. In NIPS. MIT Press, 2003.
    • (2003) NIPS
    • Cortes, C.1    Mohri, M.2
  • 10
    • 77956543922 scopus 로고    scopus 로고
    • On the consistency of ranking algorithms
    • Duchi, J., Mackey, L., and Jordan, M. On the consistency of ranking algorithms. In ICML 2010, 2010.
    • (2010) ICML 2010
    • Duchi, J.1    Mackey, L.2    Jordan, M.3
  • 11
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y. and Schapire, Robert E. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1):119-139, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 15
    • 31844446804 scopus 로고    scopus 로고
    • A support vector method for multivariate performance measures
    • Joachims, T. A support vector method for multivariate performance measures. In ICML 2005, pp. 377-384, 2005.
    • (2005) ICML 2005 , pp. 377-384
    • Joachims, T.1
  • 16
    • 33749563073 scopus 로고    scopus 로고
    • Training linear SVMs in linear time
    • Joachims, T. Training linear SVMs in linear time. In ACM SIGKDD, pp. 217-226, 2006.
    • (2006) ACM SIGKDD , pp. 217-226
    • Joachims, T.1
  • 17
    • 26944478552 scopus 로고    scopus 로고
    • Margin-based ranking meets boosting in the middle
    • Rudin, C., Cortes, C., Mohri, M., and Schapire, R. E. Margin-based ranking meets boosting in the middle. In COLT, pp. 63-78, 2005.
    • (2005) COLT , pp. 63-78
    • Rudin, C.1    Cortes, C.2    Mohri, M.3    Schapire, R.E.4
  • 18
    • 38049156384 scopus 로고    scopus 로고
    • Hinge rank loss and the area under the ROC curve
    • Springer-Verlag
    • Steck, H. Hinge rank loss and the area under the ROC curve. In ECML, Lecture Notes in Computer Science, pp. 347-358. Springer-Verlag, 2007.
    • (2007) ECML, Lecture Notes in Computer Science , pp. 347-358
    • Steck, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.