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Volumn 2006, Issue , 2006, Pages 385-392

Fast transpose methods for kernel learning on sparse data

Author keywords

[No Author keywords available]

Indexed keywords

KERNEL-BASED LEARNING ALGORITHMS; MATRIX-VECTOR MULTIPLICATIONS; SMO ALGORITHM; SUPPORT VECTOR MACHINES (SVMS);

EID: 33749251302     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (23)
  • 6
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes, C., & Vapnik, V. (1995). Support vector networks. Machine Learning, 20, 1-25.
    • (1995) Machine Learning , vol.20 , pp. 1-25
    • Cortes, C.1    Vapnik, V.2
  • 8
    • 14344254638 scopus 로고    scopus 로고
    • Performance guarantees for regularized maximum entropy density estimation
    • Banff, Canada: Springer Verlag
    • Dudik, M., Phillips, S., & Schapire, R. E. (2004). Performance Guarantees for Regularized Maximum Entropy Density Estimation. Proceedings of COLT'04- Banff, Canada: Springer Verlag.
    • (2004) Proceedings of COLT'04
    • Dudik, M.1    Phillips, S.2    Schapire, R.E.3
  • 9
    • 29144499905 scopus 로고    scopus 로고
    • Working set selection using second order information for training SVM
    • Fan, R.-E., Chen, P.-H., & Lin, C.-J. (2005). Working set selection using second order information for training SVM. Journal of Machine Learning Research, 6, 1889-1918.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1889-1918
    • Fan, R.-E.1    Chen, P.-H.2    Lin, C.-J.3
  • 10
  • 13
    • 32144432078 scopus 로고    scopus 로고
    • Scaling large margin classifiers for spoken language understanding
    • Haffner, P. (2005). Scaling Large Margin Classifiers for Spoken Language Understanding. Speech Communication, 48.
    • (2005) Speech Communication , pp. 48
    • Haffner, P.1
  • 15
    • 0000636553 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Springer Verlag
    • Joachims, T. (1998b). Text categorization with support vector machines: learning with many relevant features. Proceedings of ECML-98. Springer Verlag.
    • (1998) Proceedings of ECML-98
    • Joachims, T.1
  • 16
    • 34250707243 scopus 로고    scopus 로고
    • Training Linear SVMs in Linear Time
    • to be published
    • Joachims, T. (2006). Training Linear SVMs in Linear Time. Presented at the Learning Workshop, Snowbird, Utah, to be published.
    • (2006) Learning Workshop, Snowbird, Utah
    • Joachims, T.1
  • 17
    • 85147247683 scopus 로고    scopus 로고
    • Fast methods for kernel-based text analysis
    • Sapporo, Japan
    • Kudo, T., & Matsumoto, Y. (2003). Fast methods for kernel-based text analysis. Proceedings of ACL '03 (pp. 24-31). Sapporo, Japan.
    • (2003) Proceedings of ACL '03 , pp. 24-31
    • Kudo, T.1    Matsumoto, Y.2
  • 19
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schikopf, C. Surges, and A. Smola, eds. MIT Press
    • Platt, J. (1998). Fast Training of Support Vector Machines using Sequential Minimal Optimization. Advances in Kernel Methods - Support Vector Learning, B. Schikopf, C. Surges, and A. Smola, eds. MIT Press.
    • (1998) Advances in Kernel Methods - Support Vector Learning
    • Platt, J.1
  • 20
    • 0031269220 scopus 로고    scopus 로고
    • Improving the memory-system performance of sparse-matrix vector multiplication
    • Toledo, S. (1997). Improving the memory-system performance of sparse-matrix vector multiplication. IBM Journal of Research and Development, 41, 711-725.
    • (1997) IBM Journal of Research and Development , vol.41 , pp. 711-725
    • Toledo, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.