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Volumn , Issue , 2010, Pages

More data means less inference: A pseudo-max approach to structured learning

Author keywords

[No Author keywords available]

Indexed keywords

DATA MEAN; EXACT METHODS; GENERAL GRAPH; GRAPH STRUCTURES; PERFORMANCE; PSEUDO-LIKELIHOOD; STRUCTURED LEARNING; TRAINING EXAMPLE; TRAINING SETS;

EID: 85162059405     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (14)
  • 1
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    • Besag, J.1
  • 2
    • 85127836544 scopus 로고    scopus 로고
    • Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms
    • M. Collins. Discriminative training methods for hidden Markov models: Theory and experiments with perceptron algorithms. In EMNLP, 2002.
    • (2002) EMNLP
    • Collins, M.1
  • 5
    • 69549111057 scopus 로고    scopus 로고
    • Cutting-plane training of structural SVMs
    • T. Joachims, T. Finley, and C.-N. Yu. Cutting-plane training of structural SVMs. Machine Learning, 77(1):27-59, 2009.
    • (2009) Machine Learning , vol.77 , Issue.1 , pp. 27-59
    • Joachims, T.1    Finley, T.2    Yu, C.-N.3
  • 7
    • 84876811202 scopus 로고    scopus 로고
    • RCV1: A new benchmark collection for text categorization research
    • D. Lewis, Y. Yang, T. Rose, and F. Li. RCV1: a new benchmark collection for text categorization research. JMLR, 5:361-397, 2004.
    • (2004) JMLR , vol.5 , pp. 361-397
    • Lewis, D.1    Yang, Y.2    Rose, T.3    Li, F.4
  • 8
    • 56449098139 scopus 로고    scopus 로고
    • An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators
    • New York, NY, USA. ACM Press
    • P. Liang and M. I. Jordan. An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators. In Proceedings of the 25th international conference on Machine learning, pages 584-591, New York, NY, USA, 2008. ACM Press.
    • (2008) Proceedings of the 25th International Conference on Machine Learning , pp. 584-591
    • Liang, P.1    Jordan, M.I.2
  • 9
    • 71149105480 scopus 로고    scopus 로고
    • Polyhedral outer approximations with application to natural language parsing
    • A. F. T. Martins, N. A. Smith, and E. P. Xing. Polyhedral outer approximations with application to natural language parsing. In ICML 26, pages 713-720, 2009.
    • (2009) ICML , vol.26 , pp. 713-720
    • Martins, A.F.T.1    Smith, N.A.2    Xing, E.P.3
  • 10
    • 72449164388 scopus 로고    scopus 로고
    • (Online) subgradient methods for structured prediction
    • N. Ratliff, J. A. D. Bagnell, and M. Zinkevich. (Online) subgradient methods for structured prediction. In AISTATS, 2007.
    • (2007) AISTATS
    • Ratliff, N.1    Bagnell, J.A.D.2    Zinkevich, M.3
  • 14
    • 51349094337 scopus 로고    scopus 로고
    • Minimizing and learning energy functions for side-chain prediction
    • C. Yanover, O. Schueler-Furman, and Y. Weiss. Minimizing and learning energy functions for side-chain prediction. Journal of Computational Biology, 15(7):899-911, 2008.
    • (2008) Journal of Computational Biology , vol.15 , Issue.7 , pp. 899-911
    • Yanover, C.1    Schueler-Furman, O.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.