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Volumn 4005 LNAI, Issue , 2006, Pages 5-19

A sober look at clustering stability

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER APPLICATIONS; FUNCTION EVALUATION; INFORMATION ANALYSIS; PARAMETER ESTIMATION; THEOREM PROVING;

EID: 33746099301     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11776420_4     Document Type: Conference Paper
Times cited : (149)

References (11)
  • 1
    • 9444254174 scopus 로고    scopus 로고
    • A framework for statistical clustering with constant time approximation algorithms for k-median clustering
    • J. Shawe-Taylor and Y. Singer, editors, Springer
    • S. Ben-David. A framework for statistical clustering with constant time approximation algorithms for k-median clustering. In J. Shawe-Taylor and Y. Singer, editors, Proceedings of the 17th Annual Conference on Learning Theory (COLT), pages 415-426. Springer, 2004.
    • (2004) Proceedings of the 17th Annual Conference on Learning Theory (COLT) , pp. 415-426
    • Ben-David, S.1
  • 3
    • 0038368335 scopus 로고    scopus 로고
    • Stability and generalization
    • O. Bousquet and A. Elisseeff. Stability and generalization. JMLR, 2(3):499-526, 2002.
    • (2002) JMLR , vol.2 , Issue.3 , pp. 499-526
    • Bousquet, O.1    Elisseeff, A.2
  • 5
    • 32444442667 scopus 로고    scopus 로고
    • A unified view of kernel k-means, spectral clustering, and graph partitioning
    • UTCS Technical Report
    • B. Kulis I. Dhillon, Y. Guan. A unified view of kernel k-means, spectral clustering, and graph partitioning. Technical Report TR-04-25, UTCS Technical Report, 2005.
    • (2005) Technical Report , vol.TR-04-25
    • Kulis, B.1    Dhillon, I.2    Guan, Y.3
  • 6
    • 4243363746 scopus 로고    scopus 로고
    • Almost-everywhere algorithmic stability and generalization error
    • University of of Chicago
    • S. Kutin and P. Niyogi. Almost-everywhere algorithmic stability and generalization error. Technical report, TR-2002-03, University of of Chicago, 2002.
    • (2002) Technical Report , vol.TR-2002-03
    • Kutin, S.1    Niyogi, P.2
  • 8
    • 33746072165 scopus 로고    scopus 로고
    • Stability properties of empirical risk minimization over donsker classes
    • MIT AI Memo 2005-018
    • A. Rakhlin and A. Caponnetto. Stability properties of empirical risk minimization over donsker classes. Technical report, MIT AI Memo 2005-018, 2005.
    • (2005) Technical Report
    • Rakhlin, A.1    Caponnetto, A.2
  • 10
    • 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.