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Volumn , Issue , 2005, Pages 267-274

Data-driven online to batch conversions

Author keywords

[No Author keywords available]

Indexed keywords

BATCH ALGORITHMS; BATCH LEARNING; CONVERSION PROCESS; GENERALIZATION BOUND; LEARNING PROBLEM; MEMORY EFFICIENT; ON-LINE ALGORITHMS; ONLINE LEARNING ALGORITHMS; TRAINING DATA;

EID: 56449091064     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (19)

References (13)
  • 1
    • 84972574511 scopus 로고
    • Weighted sums of certain dependent random variables
    • K. Azuma. Weighted sums of certain dependent random variables. Tohoku Mathematical Journal, 68:357-367, 1967.
    • (1967) Tohoku Mathematical Journal , vol.68 , pp. 357-367
    • Azuma, K.1
  • 4
    • 25444435935 scopus 로고    scopus 로고
    • Online classification on a budget
    • K. Crammer, J. Kandola, and Y. Singer. Online classification on a budget. NIPS 16, 2003.
    • (2003) NIPS , vol.16
    • Crammer, K.1    Kandola, J.2    Singer, Y.3
  • 5
    • 84864063405 scopus 로고    scopus 로고
    • The Forgetron: A kernel-based perceptron on a fixed budget
    • O. Dekel, S. Shalev-Shwartz, and Y. Singer. The Forgetron: A kernel-based perceptron on a fixed budget. NIPS 18, 2005.
    • (2005) NIPS , vol.18
    • Dekel, O.1    Shalev-Shwartz, S.2    Singer, Y.3
  • 6
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • Y. Freund and R. E. Schapire. Large margin classification using the perceptron algorithm. Machine Learning, 37(3):277-296, 1999.
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 0023014361 scopus 로고
    • Optimal linear discriminants
    • IEEE
    • S. I. Gallant. Optimal linear discriminants. ICPR 8, pages 849-852. IEEE, 1986.
    • (1986) ICPR , vol.8 , pp. 849-852
    • Gallant, S.I.1
  • 9
    • 84864042009 scopus 로고    scopus 로고
    • Selective voting for perceptron-like on-line learning
    • Y. Li. Selective voting for perceptron-like on-line learning. In ICML 17, 2000.
    • (2000) ICML , vol.17
    • Li, Y.1
  • 10
    • 85011913774 scopus 로고
    • From on-line to batch learning
    • July
    • N. Littlestone. From on-line to batch learning. COLT 2, pages 269-284, July 1989.
    • (1989) COLT , vol.2 , pp. 269-284
    • Littlestone, N.1
  • 13
    • 84862600000 scopus 로고    scopus 로고
    • Online (and offline) on a tighter budget
    • J.Weston, A. Bordes, and L. Bottou. Online (and offline) on a tighter budget. AISTAT 10, 2005
    • (2005) AISTAT , vol.10
    • Weston, J.1    Bordes, A.2    Bottou, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.