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Volumn , Issue , 2005, Pages 179-186

Faster rates in regression via active learning

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; ACTIVE-LEARNING ALGORITHM; FASTER RATES; FAULT LINE DETECTION; FIELD ESTIMATIONS; FUNCTION CLASS; FUNDAMENTAL PERFORMANCE LIMITS; NON-PARAMETRIC; ON-LINE FASHION; PASSIVE LEARNING; PASSIVE TECHNIQUE; SAMPLE LOCATION;

EID: 84864047848     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (110)

References (15)
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  • 5
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    • to appear
    • G. Blanchard and D. Geman, "Hierarchical testing designs for pattern recognition," to appear in Annals of Statistics, 2005.
    • (2005) Annals of Statistics
    • Blanchard, G.1    Geman, D.2
  • 7
    • 0041309832 scopus 로고    scopus 로고
    • Sequential methods for design-adaptive estimation of discontinuities in regression curves and surfaces
    • P. Hall and I. Molchanov, "Sequential methods for design-adaptive estimation of discontinuities in regression curves and surfaces," The Annals of Statistics, vol. 31, no. 3, pp. 921-941, 2003.
    • (2003) The Annals of Statistics , vol.31 , Issue.3 , pp. 921-941
    • Hall, P.1    Molchanov, I.2
  • 8
    • 0033565160 scopus 로고    scopus 로고
    • On minimax rates of convergence in image models under sequential design
    • Alexander Korostelev, "On minimax rates of convergence in image models under sequential design," Statistics & Probability Letters, vol. 43, pp. 369-375, 1999.
    • (1999) Statistics & Probability Letters , vol.43 , pp. 369-375
    • Korostelev, A.1
  • 10
    • 0000439528 scopus 로고
    • Optimal rates of convergence for nonparametric estimators
    • Charles J. Stone, "Optimal rates of convergence for nonparametric estimators," The Annals of Statistics, vol. 8, no. 6, pp. 1348-1360, 1980.
    • (1980) The Annals of Statistics , vol.8 , Issue.6 , pp. 1348-1360
    • Stone, C.J.1
  • 12
    • 34247398649 scopus 로고    scopus 로고
    • Fast rates in regression via active learning
    • Madison, June
    • R. Castro, R. Willett, and R. Nowak, "Fast rates in regression via active learning," Tech. Rep., University of Wisconsin, Madison, June 2005, ECE-05-3 Technical Report (available at http://homepages.cae.wisc.edu/rcastro/ ECE-05-3.pdf).
    • (2005) Tech. Rep., University of Wisconsin
    • Castro, R.1    Willett, R.2    Nowak, R.3
  • 13
    • 28044469876 scopus 로고    scopus 로고
    • Introduction à l'estimation non-paramétrique
    • Springer
    • Alexandre B. Tsybakov, Introduction à l'estimation non-paramétrique, Mathématiques et Applications, 41. Springer, 2004.
    • (2004) Mathématiques et Applications , vol.41
    • Tsybakov, A.B.1
  • 14
  • 15
    • 0001347323 scopus 로고
    • Complexity regularization with application to artificial neural networks
    • Kluwer Academic Publishers
    • Andrew R. Barron, "Complexity regularization with application to artificial neural networks," in Nonparametric Functional Estimation and Related Topics. 1991, pp. 561-576, Kluwer Academic Publishers.
    • (1991) Nonparametric Functional Estimation and Related Topics , pp. 561-576
    • Barron, A.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.