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Volumn 3, Issue , 2014, Pages 2656-2664

A PAC-bayesian bound for lifelong learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; LEARNING SYSTEMS;

EID: 84919934898     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (106)

References (28)
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    • Bridle, John S. and Cox, Stephen J. Rec Norm: Simultaneous normalisation and classification applied to speech recognition. In Conference on Neural Information Processing Systems (NIPS), pp. 234-240, 1990.
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    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, Rich. Multitask learning. Machine Learning, 28 (1):41-75, 1997.
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    • Caruana, R.1
  • 8
    • 0000351907 scopus 로고
    • Orientation statistics
    • Downs, Thomas D. Orientation statistics. Biometrika, 59 (3):665-676, 1972.
    • (1972) Biometrika , vol.59 , Issue.3 , pp. 665-676
    • Downs, T.D.1
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    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • March
    • Hoeffding, Wassily. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301): 13-30, March 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
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    • 21844462365 scopus 로고    scopus 로고
    • Tutorial on practical prediction theory for classification
    • Langford, John. Tutorial on practical prediction theory for classification. Journal of Machine Learning Research (JMLR), 6:273-306, 2005.
    • (2005) Journal of Machine Learning Research (JMLR) , vol.6 , pp. 273-306
    • Langford, J.1
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    • 34547675833 scopus 로고    scopus 로고
    • PAC-bayes risk bounds for stochastic averages and majority votes of sample-compressed classifiers
    • Laviolette, Francois and Marchand, Mario. PAC-Bayes risk bounds for stochastic averages and majority votes of sample-compressed classifiers. Journal of Machine Learning Research (JMLR), 8:1461-1487, 2007.
    • (2007) Journal of Machine Learning Research (JMLR) , vol.8 , pp. 1461-1487
    • Laviolette, F.1    Marchand, M.2
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    • 67349277101 scopus 로고    scopus 로고
    • Transfer bounds for linear feature learning
    • Maurer, Andreas. Transfer bounds for linear feature learning. Machine Learning, 75(3):327-350, 2009.
    • (2009) Machine Learning , vol.75 , Issue.3 , pp. 327-350
    • Maurer, A.1
  • 20
    • 9444279514 scopus 로고    scopus 로고
    • Simplified PAC-Bayesian margin bounds
    • Springer
    • McAllester, David. Simplified PAC-Bayesian margin bounds. In Learning Theory and Kernel Machines, pp. 203-215. Springer, 2003.
    • (2003) Learning Theory and Kernel Machines , pp. 203-215
    • McAllester, D.1
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    • 84879905842 scopus 로고    scopus 로고
    • A feasible method for optimization with orthogonality constraints
    • Wen, Zaiwen and Yin, Wotao. A feasible method for optimization with orthogonality constraints. Mathematical Programming, 142(1-2):397-434, 2013.
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    • Wen, Z.1    Yin, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.