메뉴 건너뛰기




Volumn , Issue , 2010, Pages

An inverse power method for nonlinear eigenproblems with applications in 1-spectral clustering and sparse PCA

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CONSTRAINED OPTIMIZATION; INVERSE PROBLEMS; LEARNING SYSTEMS;

EID: 85162008147     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (197)

References (22)
  • 1
    • 85161988133 scopus 로고    scopus 로고
    • http://www.stat.ucla.edu/~wxl/research/microarray/DBC/index.htm.
  • 2
    • 70350593691 scopus 로고    scopus 로고
    • Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems
    • A. Beck and M. Teboulle. Fast gradient-based algorithms for constrained total variation image denoising and deblurring problems. IEEE Transactions on Image Processing, 18(11):2419-2434, 2009.
    • (2009) IEEE Transactions on Image Processing , vol.18 , Issue.11 , pp. 2419-2434
    • Beck, A.1    Teboulle, M.2
  • 4
    • 64849098134 scopus 로고    scopus 로고
    • Computing the first eigenvalue of the p-Laplacian via the inverse power method
    • R.J. Biezuner, G. Ercole, and E.M. Martins. Computing the first eigenvalue of the p-Laplacian via the inverse power method. Journal of Functional Analysis, 257:243-270, 2009.
    • (2009) Journal of Functional Analysis , vol.257 , pp. 243-270
    • Biezuner, R.J.1    Ercole, G.2    Martins, E.M.3
  • 6
    • 0001247848 scopus 로고
    • Loading and correlations in the interpretation of principal components
    • J. Cadima and I.T. Jolliffe. Loading and correlations in the interpretation of principal components. Journal of Applied Statistics, 22:203-214, 1995.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 203-214
    • Cadima, J.1    Jolliffe, I.T.2
  • 7
    • 0000993645 scopus 로고
    • Variational methods for non-differentiable functionals and their applications to partial differential equations
    • K.-C. Chang. Variational methods for non-differentiable functionals and their applications to partial differential equations. Journal of Mathematical Analysis and Applications, 80:102-129, 1981.
    • (1981) Journal of Mathematical Analysis and Applications , vol.80 , pp. 102-129
    • Chang, K.-C.1
  • 11
    • 84969334819 scopus 로고    scopus 로고
    • The split Bregman method for L1-regularized problems
    • T. Goldstein and S. Osher. The Split Bregman method for L1-Regularized Problems. SIAM Journal on Imaging Sciences, 2(2):323-343, 2009.
    • (2009) SIAM Journal on Imaging Sciences , vol.2 , Issue.2 , pp. 323-343
    • Goldstein, T.1    Osher, S.2
  • 20
    • 34548583274 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • U. von Luxburg. A tutorial on spectral clustering. Statistics and Computing, 17:395-416, 2007.
    • (2007) Statistics and Computing , vol.17 , pp. 395-416
    • Von Luxburg, U.1
  • 21
    • 34548221001 scopus 로고    scopus 로고
    • Generalized Euler identity for subdifferentials of homogeneous functions and applications
    • F. Yang and Z. Wei. Generalized Euler identity for subdifferentials of homogeneous functions and applications. Mathematical Analysis and Applications, 337:516-523, 2008.
    • (2008) Mathematical Analysis and Applications , vol.337 , pp. 516-523
    • Yang, F.1    Wei, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.