메뉴 건너뛰기




Volumn , Issue , 2014, Pages 2997-3001

Subspace clustering of dimensionality-reduced data

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL STORAGE; INFORMATION THEORY;

EID: 84906568607     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2014.6875384     Document Type: Conference Paper
Times cited : (21)

References (22)
  • 1
    • 85032760331 scopus 로고    scopus 로고
    • Subspace clustering
    • R. Vidal, "Subspace clustering, " IEEE Signal Process. Mag., vol. 28, no. 2, pp. 52-68, 2011.
    • (2011) IEEE Signal Process. Mag. , vol.28 , Issue.2 , pp. 52-68
    • Vidal, R.1
  • 3
    • 84867053797 scopus 로고    scopus 로고
    • Hybrid linear modeling via local best-fit flats
    • T. Zhang, A. Szlam, Y. Wang, and G. Lerman, "Hybrid linear modeling via local best-fit flats, " Int. J. Comput. Vision, vol. 100, pp. 217-240, 2012.
    • (2012) Int. J. Comput. Vision , vol.100 , pp. 217-240
    • Zhang, T.1    Szlam, A.2    Wang, Y.3    Lerman, G.4
  • 4
    • 84884541998 scopus 로고    scopus 로고
    • Sparse subspace clustering: Algorithm, theory, and applications
    • E. Elhamifar and R. Vidal, "Sparse subspace clustering: Algorithm, theory, and applications, " IEEE Trans. Pattern Anal. Machine Intell., vol. 35, no. 11, pp. 2765-2781, 2013.
    • (2013) IEEE Trans. Pattern Anal. Machine Intell , vol.35 , Issue.11 , pp. 2765-2781
    • Elhamifar, E.1    Vidal, R.2
  • 5
    • 31344447750 scopus 로고    scopus 로고
    • Random projection-based multiplicative data perturbation for privacy preserving distributed data mining
    • K. Liu, H. Kargupta, and J. Ryan, "Random projection-based multiplicative data perturbation for privacy preserving distributed data mining, " IEEE Trans. Knowl. Data Eng., vol. 18, no. 1, pp. 92-106, 2006.
    • (2006) IEEE Trans. Knowl. Data Eng. , vol.18 , Issue.1 , pp. 92-106
    • Liu, K.1    Kargupta, H.2    Ryan, J.3
  • 6
    • 0001654702 scopus 로고
    • Extensions of lipschitz mappings into a hilbert space
    • W. B. Johnson and J. Lindenstrauss, "Extensions of Lipschitz mappings into a Hilbert space, " Contemp. Math., no. 26, pp. 189-206, 1984.
    • (1984) Contemp. Math. , vol.26 , pp. 189-206
    • Johnson, W.B.1    Lindenstrauss, J.2
  • 8
    • 84906561037 scopus 로고    scopus 로고
    • Robust subspace clustering via thresholding
    • arXiv:1307.4891, submitted to
    • R. Heckel and H. Bolcskei, "Robust subspace clustering via thresholding, " arXiv:1307.4891, 2013, submitted to Ann. Stat.
    • (2013) Ann. Stat.
    • Heckel, R.1    Bolcskei, H.2
  • 9
    • 84884476031 scopus 로고    scopus 로고
    • A geometric analysis of subspace clustering with outliers
    • M. Soltanolkotabi and E. J. Candes, "A geometric analysis of subspace clustering with outliers, " Ann. Stat., vol. 40, no. 4, pp. 2195-2238, 2012.
    • (2012) Ann. Stat. , vol.40 , Issue.4 , pp. 2195-2238
    • Soltanolkotabi, M.1    Candes, E.J.2
  • 10
    • 84905281247 scopus 로고    scopus 로고
    • Robust subspace clustering
    • arXiv:1301.2603, accepted for publication
    • M. Soltanolkotabi, E. Elhamifar, and E. J. Candes, "Robust subspace clustering, " arXiv:1301.2603, 2013, Ann. Stat., accepted for publication.
    • (2013) Ann. Stat.
    • Soltanolkotabi, M.1    Elhamifar, E.2    Candes, E.J.3
  • 11
    • 34548583274 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • U. von-Luxburg, "A tutorial on spectral clustering, " Stat. Comput., vol. 17, no. 4, pp. 395-416, 2007.
    • (2007) Stat. Comput. , vol.17 , Issue.4 , pp. 395-416
    • Von-Luxburg, U.1
  • 14
    • 84863314935 scopus 로고    scopus 로고
    • lecture notes. [Online]
    • D. Spielman, "Spectral graph theory, " 2012, lecture notes. [Online]. Available: http://www.cs.yale.edu/homes/spielman/561/.
    • (2012) Spectral Graph Theory
    • Spielman, D.1
  • 16
    • 84880159744 scopus 로고    scopus 로고
    • An almost optimal unrestricted fast johnson- lindenstrauss transform
    • N. Ailon and E. Liberty, "An almost optimal unrestricted fast Johnson- Lindenstrauss transform, " ACM Trans. Algorithms, vol. 9, no. 3, pp. 1-12, 2013.
    • (2013) ACM Trans. Algorithms , vol.9 , Issue.3 , pp. 1-12
    • Ailon, N.1    Liberty, E.2
  • 17
    • 79960436599 scopus 로고    scopus 로고
    • New and improved johnson-lindenstrauss embeddings via the restricted isometry property
    • F. Krahmer and R. Ward, "New and improved Johnson-Lindenstrauss embeddings via the restricted isometry property, " SIAM J. Math. Anal., vol. 43, no. 3, pp. 1269-1281, 2011.
    • (2011) SIAM J. Math. Anal. , vol.43 , Issue.3 , pp. 1269-1281
    • Krahmer, F.1    Ward, R.2
  • 18
    • 85032750937 scopus 로고    scopus 로고
    • An introduction to compressive sampling
    • Mar
    • E. J. Candes and M. Wakin, "An introduction to compressive sampling, " IEEE Signal Proc. Mag., vol. 25, no. 2, pp. 21-30, Mar. 2008.
    • (2008) IEEE Signal Proc. Mag. , vol.25 , Issue.2 , pp. 21-30
    • Candes, E.J.1    Wakin, M.2
  • 19
    • 84938533326 scopus 로고    scopus 로고
    • Introduction to the non-asymptotic analysis of random matrices
    • Cambridge University Press
    • R. Vershynin, "Introduction to the non-asymptotic analysis of random matrices, " in Compressed sensing: Theory and applications. Cambridge University Press, 2012, pp. 210-268.
    • (2012) Compressed Sensing: Theory and Applications , pp. 210-268
    • Vershynin, R.1
  • 20
    • 0035363672 scopus 로고    scopus 로고
    • From few to many: Illumination cone models for face recognition under variable lighting and pose
    • A. S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, "From few to many: Illumination cone models for face recognition under variable lighting and pose, " IEEE Trans. Pattern Anal. Mach. Intelligence, vol. 23, no. 6, pp. 643-660, 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intelligence , vol.23 , Issue.6 , pp. 643-660
    • Georghiades, A.S.1    Belhumeur, P.N.2    Kriegman, D.J.3
  • 21
    • 18144420071 scopus 로고    scopus 로고
    • Acquiring linear subspaces for face recognition under variable lighting
    • K. C. Lee, J. Ho, and D. J. Kriegman, "Acquiring linear subspaces for face recognition under variable lighting, " IEEE Trans. Pattern Anal. Mach. Intelligence, vol. 27, no. 5, pp. 684-698, 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intelligence , vol.27 , Issue.5 , pp. 684-698
    • Lee, K.C.1    Ho, J.2    Kriegman, D.J.3
  • 22
    • 0037328517 scopus 로고    scopus 로고
    • Lambertian reflectance and linear subspaces
    • R. Basri and D. Jacobs, "Lambertian reflectance and linear subspaces, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 2, pp. 218-233, 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.2 , pp. 218-233
    • Basri, R.1    Jacobs, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.