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Volumn 3, Issue 3, 2003, Pages 441-461

Limitations of learning via embeddings in Euclidean half spaces

Author keywords

Concept Learning; Embeddings in Half Spaces; Large Margin Classification

Indexed keywords

COMPUTATIONAL METHODS; EMBEDDED SYSTEMS; VECTORS;

EID: 0042967747     PISSN: 15324435     EISSN: None     Source Type: Journal    
DOI: 10.1162/153244303321897681     Document Type: Conference Paper
Times cited : (88)

References (16)
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    • A priori generalization bounds for kernel based learning: Can sparsity save the day?
    • Cornell University
    • Shai Ben-David. A priori generalization bounds for kernel based learning: Can sparsity save the day? Technical Report, Cornell University, 2001.
    • (2001) Technical Report
    • Ben-David, S.1
  • 7
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • Yoav Freund and Robert 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.2
  • 8
    • 0000586256 scopus 로고
    • Lower bound methods and separation results for on-line learning models
    • Wolfgang Maass and György Turán. Lower bound methods and separation results for on-line learning models. Machine Learning, 9:107-145, 1992.
    • (1992) Machine Learning , vol.9 , pp. 107-145
    • Maass, W.1    Turán, G.2
  • 9
    • 0033870982 scopus 로고    scopus 로고
    • Improved generalization through explicit optimization of margins
    • Llew Mason, Peter L. Bartlett, and Jonathan Baxter. Improved generalization through explicit optimization of margins. Machine Learning, 38(3):243-255, 2000.
    • (2000) Machine Learning , vol.38 , Issue.3 , pp. 243-255
    • Mason, L.1    Bartlett, P.L.2    Baxter, J.3
  • 10
    • 0004290881 scopus 로고
    • The MIT Press, Cambrigde MA, third edition
    • Marvin L. Minsky and Seymour A. Papert. Perceptrons. The MIT Press, Cambrigde MA, third edition, 1988.
    • (1988) Perceptrons
    • Minsky, M.L.1    Papert, S.A.2
  • 13
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • F. Rosenblatt. The perceptron: A probabilistic model for information storage and organization in the brain. Psych. Rev., 65:386-407, 1958.
    • (1958) Psych. Rev. , vol.65 , pp. 386-407
    • Rosenblatt, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.