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Volumn , Issue , 2008, Pages

Cluster stability for finite samples

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS; SAMPLING;

EID: 85161975964     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (22)

References (14)
  • 1
    • 9444254174 scopus 로고    scopus 로고
    • A framework for statistical clustering with a constant time approximation algorithms for K-Median clustering
    • Learning Theory
    • Shai Ben-David. A framework for statistical clustering with a constant time approximation algorithms for k-median clustering. In Proceedings of COLT 2004, pages 415-426. (Pubitemid 38940350)
    • (2004) Lecture Notes in Computer Science , Issue.3120 , pp. 415-426
    • Ben-David, S.1
  • 3
    • 0038368335 scopus 로고    scopus 로고
    • Stability and generalization
    • DOI 10.1162/153244302760200704
    • Olivier Bousquet and André Elisseeff. Stability and generalization. Journal of Machine Learning Research, 2:499-526, 2002. (Pubitemid 135712570)
    • (2002) Journal of Machine Learning Research , vol.2 , Issue.3 , pp. 499-526
    • Bousquet, O.1    Elisseeff, A.2
  • 5
    • 33845432918 scopus 로고    scopus 로고
    • Stability properties of empirical risk minimization over Donsker classes
    • Andrea Caponnetto and Alexander Rakhlin. Stability properties of empirical risk minimization over donsker classes. Journal of Machine Learning Research, 6:2565-2583, 2006. (Pubitemid 44907506)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 2565-2583
    • Caponnetto, A.1    Rakhlin, A.2
  • 7
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • 13-30, March
    • Wassily Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):13-30, March 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301
    • Hoeffding, W.1
  • 9
    • 2442611856 scopus 로고    scopus 로고
    • Stability-based validation of clustering solutions
    • DOI 10.1162/089976604773717621
    • Tilman Lange, Volker Roth, Mikio L. Braun, and Joachim M. Buhmann. Stability-based validation of clustering solutions. Neural Computation, 16(6):1299-1323, June 2004. (Pubitemid 38640626)
    • (2004) Neural Computation , vol.16 , Issue.6 , pp. 1299-1323
    • Lange, T.1    Roth, V.2    Braun, M.L.3    Buhmann, J.M.4
  • 10
    • 0037399538 scopus 로고    scopus 로고
    • Pac-bayesian stochastic model selection
    • D.A. McAllester. Pac-bayesian stochastic model selection. Machine Learning Journal, 51(1):5-21, 2003.
    • (2003) Machine Learning Journal , vol.51 , Issue.1 , pp. 5-21
    • McAllester, D.A.1
  • 11
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • London Mathematical Society Lecture Note Series. Cambridge University Press
    • C. McDiarmid. On the method of bounded differences. In Surveys in Combinatorics, volume 141 of London Mathematical Society Lecture Note Series, pages 148-188. Cambridge University Press, 1989.
    • (1989) Surveys in Combinatorics , vol.141 , pp. 148-188
    • McDiarmid, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.