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Volumn 21, Issue 2, 2005, Pages 137-151

On-line learning for very large data sets

Author keywords

Convergence speed; Learning; Online learning; Stochastic optimization

Indexed keywords

DATA ACQUISITION; LEARNING ALGORITHMS; ONLINE SYSTEMS; PATTERN RECOGNITION; RANDOM PROCESSES;

EID: 17444425307     PISSN: 15241904     EISSN: None     Source Type: Journal    
DOI: 10.1002/asmb.538     Document Type: Article
Times cited : (120)

References (12)
  • 1
    • 0040394561 scopus 로고
    • Theorie der Zeichenerkennung
    • Nauka: Moscow, (in Russian). German translation: Akademie Verlag: Berlin
    • Vapnik VN, Chervonenkis A. Theory of Pattern Recognition. Nauka: Moscow, 1974 (in Russian). (German translation: Theorie der Zeichenerkennung. Akademie Verlag: Berlin, 1979).
    • (1974) Theory of Pattern Recognition
    • Vapnik, V.N.1    Chervonenkis, A.2
  • 3
    • 0002552358 scopus 로고
    • Improving performance in neural networks using a boosting algorithm
    • Hanson SJ, Cowan JD, Giles CL (eds). Morgan Kaufmann: San Mateo, CA
    • Drucker H, Schapire R, Simard P. Improving performance in neural networks using a boosting algorithm. In Advances in Neural Information Processing Systems 5, Hanson SJ, Cowan JD, Giles CL (eds). Morgan Kaufmann: San Mateo, CA, 1993; 42-49.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 42-49
    • Drucker, H.1    Schapire, R.2    Simard, P.3
  • 9
    • 0013309537 scopus 로고    scopus 로고
    • Online algorithms and stochastic approximations
    • Saad D (ed.). Cambridge University Press: Cambridge, UK
    • Bottou L. Online algorithms and stochastic approximations. In Online Learning and Neural Networks, Saad D (ed.). Cambridge University Press: Cambridge, UK, 1998.
    • (1998) Online Learning and Neural Networks
    • Bottou, L.1
  • 10
    • 34249873596 scopus 로고    scopus 로고
    • Efficient backprop
    • Lecture Notes in Computer Science, Orr OB, Müller KR (eds). Springer: Berlin
    • Le Cun Y, Bottou L, Orr OB, Müller KR. Efficient backprop. In Neural Networks, Tricks of the Trade, Lecture Notes in Computer Science, vol. 1524. Orr OB, Müller KR (eds). Springer: Berlin, 1998.
    • (1998) Neural Networks, Tricks of the Trade , vol.1524
    • Le Cun, Y.1    Bottou, L.2    Orr, O.B.3    Müller, K.R.4
  • 11
    • 0032629928 scopus 로고    scopus 로고
    • Statistical analysis of learning dynamics
    • Murata N, Amari S. Statistical analysis of learning dynamics. Signal Processing 1999; 74(1):3-28.
    • (1999) Signal Processing , vol.74 , Issue.1 , pp. 3-28
    • Murata, N.1    Amari, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.