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Volumn , Issue , 2009, Pages 553-560

On sampling-based approximate spectral decomposition

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE SAMPLING; DATA SETS; DENSE MATRICES; MACHINE LEARNING APPLICATIONS; MATRIX; NOVEL TECHNIQUES; SAMPLING METHOD; SAMPLING-BASED; SPECTRAL DECOMPOSITION; SPECTRAL DECOMPOSITION TECHNIQUE; STANDARD SAMPLING METHODS;

EID: 71149094641     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (69)

References (12)
  • 2
    • 29244453931 scopus 로고    scopus 로고
    • On the Nyström method for approximating a Gram matrix for improved kernel-based learning
    • Drineas, P., & Mahoney, M. W. (2005). On the Nyström method for approximating a Gram matrix for improved kernel-based learning. Journal of Machine Learning Research, 6, 2153-2175.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 2153-2175
    • Drineas, P.1    Mahoney, M.W.2
  • 3
    • 0742286179 scopus 로고    scopus 로고
    • Fowlkes, & Belongie, S., Chung, F., & Malik, J. (2004). Spectral grouping using the Nyström method. Transactions on Pattern Analysis and Machine Intelligence, 26, 214-225.
    • Fowlkes, & Belongie, S., Chung, F., & Malik, J. (2004). Spectral grouping using the Nyström method. Transactions on Pattern Analysis and Machine Intelligence, 26, 214-225.
  • 4
    • 0032308232 scopus 로고    scopus 로고
    • Fast Monte-Carlo algorithms for finding low-rank approximations
    • Frieze, A., Kannan, R., & Vempala, S. (1998). Fast Monte-Carlo algorithms for finding low-rank approximations. Found. of Comp. Sci. (pp. 370-378).
    • (1998) Found. of Comp. Sci , pp. 370-378
    • Frieze, A.1    Kannan, R.2    Vempala, S.3
  • 6
    • 71149112714 scopus 로고    scopus 로고
    • LeCun, Y., & Cortes, C. (2009). The MNIST database of handwritten digits.
    • LeCun, Y., & Cortes, C. (2009). The MNIST database of handwritten digits.
  • 7
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • Ng, A. Y., Jordan, M. I., & Weiss, Y. (2001). On spectral clustering: analysis and an algorithm. Neural Info. Proc. Systems (pp. 849-856).
    • (2001) Neural Info. Proc. Systems , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 8
    • 80053143723 scopus 로고    scopus 로고
    • Fast embedding of sparse similarity graphs
    • Platt, J. C. (2004). Fast embedding of sparse similarity graphs. Neural Info. Proc. Systems (pp. 571-578).
    • (2004) Neural Info. Proc. Systems , pp. 571-578
    • Platt, J.C.1
  • 11
    • 0000350486 scopus 로고    scopus 로고
    • Using the Nyström method to speed up kernel machines
    • Williams, C. K. I., & Seeger, M. (2000). Using the Nyström method to speed up kernel machines. Neural Info. Proc. Systems (pp. 682-688).
    • (2000) Neural Info. Proc. Systems , pp. 682-688
    • Williams, C.K.I.1    Seeger, M.2
  • 12
    • 56449087564 scopus 로고    scopus 로고
    • Improved Nyström low-rank approximation and error analysis
    • Zhang, K., Tsang, I., & Kwok, J. (2008). Improved Nyström low-rank approximation and error analysis. Intl. Conf. on Machine Learning (pp. 273-297).
    • (2008) Intl. Conf. on Machine Learning , pp. 273-297
    • Zhang, K.1    Tsang, I.2    Kwok, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.