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Volumn 9, Issue , 2008, Pages 1757-1774

Learning from multiple sources

Author keywords

Error bounds; Multi task learning

Indexed keywords

ERROR BOUNDS; MULTI-TASK LEARNING; MULTIPLE DATA SOURCES; MULTIPLE SOURCES;

EID: 50949127968     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (275)

References (16)
  • 2
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    • Rademacher and Gaussian complexities: Risk bounds and structural results
    • P. Bartlett and S. Mendelson. Rademacher and Gaussian complexities: Risk bounds and structural results. Journal of Machine Learning Research, 3:463-482, 2002.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 463-482
    • Bartlett, P.1    Mendelson, S.2
  • 9
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • D. Haussler. Decision theoretic generalizations of the PAC model for neural net and other learning applications. Information and Computation, 100(1):78-150, 1992.
    • (1992) Information and Computation , vol.100 , Issue.1 , pp. 78-150
    • Haussler, D.1
  • 10
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • W. Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):13-30, 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
  • 11
    • 0035397715 scopus 로고    scopus 로고
    • Rademacher penalties and structural risk minimization
    • V. Koltchinskii. Rademacher penalties and structural risk minimization. IEEE Transactions on Information Theory, 47(5):1902-1914, 2001.
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.5 , pp. 1902-1914
    • Koltchinskii, V.1
  • 12
    • 0001166808 scopus 로고    scopus 로고
    • Rademacher processes and bounding the risk of function learning
    • V. Koltchinskii and D. Panchenko. Rademacher processes and bounding the risk of function learning. High Dimensional Probability, II:443-459, 2000.
    • (2000) High Dimensional Probability , vol.2 , pp. 443-459
    • Koltchinskii, V.1    Panchenko, D.2
  • 13
    • 21844460808 scopus 로고    scopus 로고
    • Algorithmic stability and meta-learning
    • A. Maurer. Algorithmic stability and meta-learning. Journal of Machine Learning Research, 6: 967-994, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 967-994
    • Maurer, A.1
  • 14
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • C. McDiarmid. On the method of bounded differences. Surveys in Combinatorics, pages 148-188, 1989.
    • (1989) Surveys in Combinatorics , pp. 148-188
    • McDiarmid, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.