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Volumn , Issue PART 1, 2013, Pages 777-785

Fast dropout training

Author keywords

[No Author keywords available]

Indexed keywords

MULTILAYER NEURAL NETWORKS;

EID: 84897495440     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (169)

References (17)
  • 1
    • 0001740650 scopus 로고
    • Training with noise is equivalent to Tikhonov regularization
    • Bishop, Christopher M. Training with noise is equivalent to Tikhonov regularization. Neural Computation, 7(1):108-116, 1995.
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    • Bishop, C.M.1
  • 3
    • 84890466217 scopus 로고    scopus 로고
    • Improving neural networks by preventing co-adaptation of feature detectors
    • abs/1207.0580
    • Hinton, Geoffrey E., Srivastava, Nitish, Krizhevsky, Alex, Sutskever, Ilya, and Salakhutdinov, Ruslan. Improving neural networks by preventing co-adaptation of feature detectors. CoRR, abs/1207.0580, 2012.
    • (2012) CoRR
    • Hinton, G.E.1    Srivastava, N.2    Krizhevsky, A.3    Sutskever, I.4    Salakhutdinov, R.5
  • 7
    • 0000234257 scopus 로고
    • The evidence framework applied to classification networks
    • MacKay, David J.C. The evidence framework applied to classification networks. Neural Computation, 5 (4):720-736, 1992.
    • (1992) Neural Computation , vol.5 , Issue.4 , pp. 720-736
    • MacKay, D.J.C.1
  • 8
    • 0026858102 scopus 로고
    • Noise injection into inputs in back-propagation learning
    • Matsuoka, Kiyotoshi. Noise injection into inputs in back-propagation learning. IEEE Transactions on Systems, Man, and Cybernetics, 22(3):436-440, 1992.
    • (1992) IEEE Transactions on Systems, Man, and Cybernetics , vol.22 , Issue.3 , pp. 436-440
    • Matsuoka, K.1
  • 9
    • 84858426560 scopus 로고    scopus 로고
    • Dependency tree-based sentiment classification using CRFs with hidden variables
    • Nakagawa, Tetsuji, Inui, Kentaro, and Kurohashi, Sadao. Dependency tree-based sentiment classification using CRFs with hidden variables. In Proceedings of ACL:HLT, 2010.
    • Proceedings of ACL:HLT, 2010
    • Nakagawa, T.1    Inui, K.2    Kurohashi, S.3
  • 10
    • 59549087165 scopus 로고    scopus 로고
    • On discriminative vs. Generative classifiers: A comparison of logistic regression and naive bayes
    • Ng, Andrew Y. and Jordan, Michael I. On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes. In Proceedings of NIPS, volume 2, pp. 841-848, 2002.
    • (2002) Proceedings of NIPS , vol.2 , pp. 841-848
    • Ng, A.Y.1    Jordan, M.I.2
  • 11
    • 77951295143 scopus 로고    scopus 로고
    • Computing bounds on the expected maximum of correlated normal variables
    • ISSN 1387-5841
    • Ross, Andrew. Computing bounds on the expected maximum of correlated normal variables. Methodology and Computing in Applied Probability, 12:111-138, 2010. ISSN 1387-5841.
    • (2010) Methodology and Computing in Applied Probability , vol.12 , pp. 111-138
    • Ross, A.1
  • 12
    • 0005031076 scopus 로고    scopus 로고
    • Transformation invariance in pattern recognition-tangent distance and tangent propagation
    • Simard, Patrice, LeCun, Yann, Denker, John, and Victorri, Bernard. Transformation invariance in pattern recognition-tangent distance and tangent propagation. In Neural Networks: Tricks of the Trade, pp. 239-27, 1996.
    • (1996) Neural Networks: Tricks of the Trade , pp. 239-327
    • Simard, P.1    LeCun, Y.2    Denker, J.3    Victorri, B.4
  • 13
    • 33645977859 scopus 로고    scopus 로고
    • Logarithmic opinion pools for conditional random fields
    • Smith, Andrew, Cohn, Trevor, and Osborne, Miles. Logarithmic opinion pools for conditional random fields. In Proceedings of the ACL, pp. 18-25, 2005.
    • (2005) Proceedings of the ACL , pp. 18-25
    • Smith, A.1    Cohn, T.2    Osborne, M.3
  • 17
    • 84875872773 scopus 로고    scopus 로고
    • Baselines and bigrams: Simple, good sentiment and topic classification
    • Wang, Sida and Manning, Christopher. Baselines and bigrams: Simple, good sentiment and topic classification. In Proceedings of the ACL, pp. 90-94, 2012.
    • (2012) Proceedings of the ACL , pp. 90-94
    • Wang, S.1    Manning, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.