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Volumn 54, Issue 3, 2002, Pages 459-475

Statistical asymptotic theory of active learning

Author keywords

Active learning; Kullback Leibler divergence; Optimal experimental design; Risk

Indexed keywords

COMPUTER SIMULATION; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; PROBABILITY DENSITY FUNCTION; PROBABILITY DISTRIBUTIONS; RISK ASSESSMENT; SAMPLING; STATISTICAL METHODS;

EID: 12244310470     PISSN: 00203157     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022446624428     Document Type: Article
Times cited : (9)

References (11)
  • 1
    • 0030628564 scopus 로고    scopus 로고
    • Selecting optimal experiments for multiple output multilayer perceptrons
    • Belue, L. M., Bauer, K. W., Jr. and Ruck, D. W. (1997). Selecting optimal experiments for multiple output multilayer perceptrons, Neural Computation, 9, 161-183.
    • (1997) Neural Computation , vol.9 , pp. 161-183
    • Belue, L.M.1    Bauer K.W., Jr.2    Ruck, D.W.3
  • 3
    • 84972528615 scopus 로고
    • Bayesian experimental design: A review
    • Chaloner, K. and Verdinelli, I. (1995). Bayesian experimental design: A review, Statist. Sci., 10, 273-304.
    • (1995) Statist. Sci. , vol.10 , pp. 273-304
    • Chaloner, K.1    Verdinelli, I.2
  • 5
    • 0024606752 scopus 로고
    • Recent advances in nonlinear experimental designs
    • Ford, I., Titterington, D. M. and Kitsos, C. P. (1989). Recent advances in nonlinear experimental designs, Technometrics, 31, 49-60
    • (1989) Technometrics , vol.31 , pp. 49-60
    • Ford, I.1    Titterington, D.M.2    Kitsos, C.P.3
  • 6
    • 85156219498 scopus 로고    scopus 로고
    • Active learning in multilayer perceptrons
    • (ed. D. S. Touretzky, M. C Mozer and M. E. Hasselmo); MIT Press, Cambridge, Massachusetts
    • Fukumizu, K. (1996). Active learning in multilayer perceptrons, Advances in Neural Information Processing Systems (ed. D. S. Touretzky, M. C Mozer and M. E. Hasselmo), 8, 295-301, MIT Press, Cambridge, Massachusetts.
    • (1996) Advances in Neural Information Processing Systems , vol.8 , pp. 295-301
    • Fukumizu, K.1
  • 7
    • 0000695404 scopus 로고
    • Information-based objective function for active data selection
    • MacKay, D. (1992) Information-based objective function for active data selection, Neural Computation, 4, 305-318
    • (1992) Neural Computation , vol.4 , pp. 305-318
    • MacKay, D.1
  • 11
    • 0002644952 scopus 로고
    • Maximum likelihood estimation of misspecified models
    • White, H. (1982). Maximum likelihood estimation of misspecified models, Econometrica, 50, 1-25.
    • (1982) Econometrica , vol.50 , pp. 1-25
    • White, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.