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Volumn , Issue , 2009, Pages

Adaptive rates of convergence in active learning

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; ADAPTIVE RATE; CLASSIFICATION ERRORS; NESTED HIERARCHY; NOISE CONDITIONS; OPTIMAL CLASSIFIERS; PASSIVE LEARNING; RATES OF CONVERGENCE;

EID: 84898062667     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (41)

References (15)
  • 2
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • D. Cohn, L. Atlas, and R. Ladner. Improving generalization with active learning. Machine Learning, 15(2): 201-221, 1994.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 9
    • 33746194045 scopus 로고    scopus 로고
    • Local rademacher complexities and oracle inequalities in risk minimization
    • V. Koltchinskii. Local rademacher complexities and oracle inequalities in risk minimization. The Annals of Statistics, 34(6): 2593-2656, 2006.
    • (2006) The Annals of Statistics , vol.34 , Issue.6 , pp. 2593-2656
    • Koltchinskii, V.1
  • 10
    • 33746243474 scopus 로고    scopus 로고
    • Risk bounds for statistical learning
    • P. Massart and E. Nedelec. Risk bounds for statistical learning. The Annals of Statistics, 34(5): 2326-2366, 2006.
    • (2006) The Annals of Statistics , vol.34 , Issue.5 , pp. 2326-2366
    • Massart, P.1    Nedelec, E.2
  • 11
  • 12
    • 3142725508 scopus 로고    scopus 로고
    • Optimal aggregation of classifiers in statistical learning
    • A. B. Tsybakov. Optimal aggregation of classifiers in statistical learning. The Annals of Statistics, 32(1): 135-166, 2004.
    • (2004) The Annals of Statistics , vol.32 , Issue.1 , pp. 135-166
    • Tsybakov, A.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.