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Volumn , Issue , 2004, Pages 919-926

Solving large scale linear prediction problems using stochastic gradient descent algorithms

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR PREDICTION PROBLEMS; LOGISTIC REGRESSION; STOCHASTIC GRADIENT DESCENT ALGORITHMS; VECTOR MACHINES;

EID: 14344259207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (655)

References (10)
  • 1
    • 0033285751 scopus 로고    scopus 로고
    • Analysis of two gradient-based algorithms for on-line reression
    • Cesa-Bianchi, N. (1999). Analysis of two gradient-based algorithms for on-line reression. Journal of Computer and System Sciences, 59, 392-411.
    • (1999) Journal of Computer and System Sciences , vol.59 , pp. 392-411
    • Cesa-Bianchi, N.1
  • 2
    • 85127836544 scopus 로고    scopus 로고
    • Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
    • Collins, M. (2002). Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms. Proc. EMNLP'02.
    • (2002) Proc. EMNLP'02
    • Collins, M.1
  • 3
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • Freund, Y., & Schapire, R. (1999). Large margin classification using the perceptron algorithm. Machine Learning, 37, 277-296.
    • (1999) Machine Learning , vol.37 , pp. 277-296
    • Freund, Y.1    Schapire, R.2
  • 5
    • 0035575628 scopus 로고    scopus 로고
    • Relative loss bounds for multidimensional regression problems
    • Kivinen, J., & Warmuth, M. (2001). Relative loss bounds for multidimensional regression problems. Machine Learning, 45, 301-329.
    • (2001) Machine Learning , vol.45 , pp. 301-329
    • Kivinen, J.1    Warmuth, M.2
  • 7
    • 1942516915 scopus 로고    scopus 로고
    • A loss function analysis for classification methods in text categorization
    • Li, F., & Yang, Y. (2003). A loss function analysis for classification methods in text categorization. ICML 03 (pp. 472-479).
    • (2003) ICML 03 , pp. 472-479
    • Li, F.1    Yang, Y.2
  • 8
    • 0026899240 scopus 로고
    • Acceleration of stochastic approximation by averaging
    • Polyak, B. T., & Juditsky, A. B. (1992). Acceleration of stochastic approximation by averaging. SIAM J. Control Optim., 30, 838-855.
    • (1992) SIAM J. Control Optim. , vol.30 , pp. 838-855
    • Polyak, B.T.1    Juditsky, A.B.2
  • 10
    • 0001868572 scopus 로고    scopus 로고
    • Text categorization based on regularized linear classification methods
    • Zhang, T., & Oies, F. J. (2001). Text categorization based on regularized linear classification methods. Information Retrieval, 4, 5-31.
    • (2001) Information Retrieval , vol.4 , pp. 5-31
    • Zhang, T.1    Oies, F.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.