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Volumn 227, Issue , 2007, Pages 951-958

A kernel path algorithm for support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONFORMAL MAPPING; FEATURE EXTRACTION; PROBLEM SOLVING;

EID: 34547980120     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273616     Document Type: Conference Paper
Times cited : (35)

References (17)
  • 2
    • 84898952043 scopus 로고    scopus 로고
    • Bach, F., Thibaux, R., & Jordan, M. (2005). Regularization paths for learning multiple kernels. Advances in Neural Information Processing Systems 17 (NIPS-05).
    • Bach, F., Thibaux, R., & Jordan, M. (2005). Regularization paths for learning multiple kernels. Advances in Neural Information Processing Systems 17 (NIPS-05).
  • 3
    • 10044235999 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • available at
    • Chang, C., & Lin, C. (2001). LIBSVM: a library for support vector machines. Software available at http: //www.csie.ntu.edu.tw/~cjlin/libsvm/.
    • (2001) Software
    • Chang, C.1    Lin, C.2
  • 7
    • 34547987786 scopus 로고    scopus 로고
    • Keerthi, S., Sindhwani, V., & Chapelle, O. (2006). An efficient method for gradient-based adaption of hyper-parameters in SVM models. Advances in Neural Information Processing Systems 19 (NIPS-06).
    • Keerthi, S., Sindhwani, V., & Chapelle, O. (2006). An efficient method for gradient-based adaption of hyper-parameters in SVM models. Advances in Neural Information Processing Systems 19 (NIPS-06).
  • 11
    • 34547980181 scopus 로고    scopus 로고
    • Rosset, S. (2004). Following curved regularized optimization solution paths. Advances in Neural Information Processing Systems 17 (NIPS-04).
    • Rosset, S. (2004). Following curved regularized optimization solution paths. Advances in Neural Information Processing Systems 17 (NIPS-04).
  • 12
    • 31844436348 scopus 로고    scopus 로고
    • Piecewise linear regularized solution paths
    • Stanford University
    • Rosset, S., & Zhu, J. (2003). Piecewise linear regularized solution paths (Technical Report). Stanford University.
    • (2003) Technical Report
    • Rosset, S.1    Zhu, J.2
  • 14
    • 33745776113 scopus 로고    scopus 로고
    • Sonnenburg, S., Rätsch, C., Schäfer, C., & Schölkopf, B. (2006). Large scale multiple kernel learning. Journal of Machine Learning Research, 7, 15311565.
    • Sonnenburg, S., Rätsch, C., Schäfer, C., & Schölkopf, B. (2006). Large scale multiple kernel learning. Journal of Machine Learning Research, 7, 15311565.
  • 16
    • 33646417903 scopus 로고    scopus 로고
    • Model-based transductive learning of the kernel matrix
    • Zhang, Z., Kwok, J., & Yeung, D. (2006). Model-based transductive learning of the kernel matrix. Machine Learning, 63, 69-101.
    • (2006) Machine Learning , vol.63 , pp. 69-101
    • Zhang, Z.1    Kwok, J.2    Yeung, D.3
  • 17
    • 34547988535 scopus 로고    scopus 로고
    • Zhu, J., Rosset, S., Hastie, T., & Tibshirani, R. (2003). 1-norm support vector machines. Advances in Neural Information Processing Systems 16 (NIPS-03).
    • Zhu, J., Rosset, S., Hastie, T., & Tibshirani, R. (2003). 1-norm support vector machines. Advances in Neural Information Processing Systems 16 (NIPS-03).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.