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Volumn , Issue , 2000, Pages 216-222

Model selection in clustering by uniform convergence bounds

Author keywords

[No Author keywords available]

Indexed keywords

ANNEALING ALGORITHM; APPROXIMATION QUALITY; FINITE TEMPERATURES; HISTOGRAM CLUSTERING; LARGE DEVIATIONS; MODEL SELECTION CRITERIA; ROBUST INFERENCE; UNIFORM CONVERGENCE;

EID: 0009054890     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (7)

References (9)
  • 1
    • 0003930163 scopus 로고
    • North-Holland Publishing Co., (repr. Dover), Amsterdam
    • N. G. De Bruijn. Asymptotic Methods in Analysis. North-Holland Publishing Co., (repr. Dover), Amsterdam, 1958, (1981).
    • (1958) Asymptotic Methods in Analysis
    • De Bruijn, N.G.1
  • 2
    • 0005098442 scopus 로고    scopus 로고
    • Empirical risk approximation
    • Institut fur Informatile III, Universita Bonn
    • J. M. Buhmann. Empirical risk approximation. Technical Report IAI-TR 98-3, Institut fur Informatile III, Universita Bonn, 1998.
    • (1998) Technical Report IAI-TR 98-3
    • Buhmann, J.M.1
  • 3
    • 0028132501 scopus 로고
    • Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension
    • D. Haussler, M. Kearns, and R. Schapire. Bounds on the sample complexity of Bayesian learning using information theory and the VC dimension. Machine Learning, 14(1):83-113, 1994.
    • (1994) Machine Learning , vol.14 , Issue.1 , pp. 83-113
    • Haussler, D.1    Kearns, M.2    Schapire, R.3
  • 4
    • 0030282940 scopus 로고    scopus 로고
    • Rigorous learning curve bounds from statistical mechanics
    • D. Haussler, M. Kearns, H.S. Seung, and N. Tishby. Rigorous learning curve bounds from statistical mechanics. Machine Learning, 25:195-236, 1997.
    • (1997) Machine Learning , vol.25 , pp. 195-236
    • Haussler, D.1    Kearns, M.2    Seung, H.S.3    Tishby, N.4
  • 5
    • 84899002554 scopus 로고    scopus 로고
    • Mutual information, metric entropy and cumulative relative entropy risk
    • December
    • D. Haussler and M. Opper. Mutual information, metric entropy and cumulative relative entropy risk. Annals of Statistics, December 1996.
    • (1996) Annals of Statistics
    • Haussler, D.1    Opper, M.2
  • 6
  • 7
    • 0000755030 scopus 로고
    • Statistical mechanics of learning from examples
    • April
    • H. S. Seung, H. Sompolinsky, and N. Tishby. Statistical mechanics of learning from examples. Physical Review A, 45(8):6056-6091, April 1992.
    • (1992) Physical Review A , vol.45 , Issue.8 , pp. 6056-6091
    • Seung, H.S.1    Sompolinsky, H.2    Tishby, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.