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Volumn , Issue , 2009, Pages 1473-1480

PSDBoost: Matrix-generation linear programming for positive semidefinite matrices learning

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE BOOSTING; LEARNING SYSTEMS; LINEAR PROGRAMMING; MATRIX ALGEBRA;

EID: 84863362632     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (26)

References (17)
  • 1
    • 0036161257 scopus 로고    scopus 로고
    • Linear programming boosting via column generation
    • DOI 10.1023/A:1012470815092
    • A. Demiriz, K.P. Bennett, and J. Shawe-Taylor. Linear programming boosting via column generation. Mach. Learn., 46(1-3):225-254, 2002. (Pubitemid 34129970)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 225-254
    • Demiriz, A.1    Bennett, K.P.2    Shawe-Taylor, J.3
  • 2
    • 0037355948 scopus 로고    scopus 로고
    • Sequential greedy approximation for certain convex optimization problems
    • T. Zhang. Sequential greedy approximation for certain convex optimization problems. IEEE Trans. Inf. Theory, 49(3):682-691, 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.3 , pp. 682-691
    • Zhang, T.1
  • 3
    • 30344453380 scopus 로고    scopus 로고
    • Selected topics in column generation
    • DOI 10.1287/opre.1050.0234
    • M. E. Lübbecke and J. Desrosiers. Selected topics in column generation. Operation Res., 53(6):1007-1023, 2005. (Pubitemid 43061815)
    • (2005) Operations Research , vol.53 , Issue.6 , pp. 1007-1023
    • Lubbecke, M.E.1    Desrosiers, J.2
  • 4
    • 85161975295 scopus 로고    scopus 로고
    • ILOG, Inc. CPLEX 11.1, 2008. http://www.ilog.com/products/cplex/.
    • (2008)
  • 5
    • 0001391104 scopus 로고
    • Decomposition principle for linear programs
    • G. B. Dantzig and P. Wolfe. Decomposition principle for linear programs. Operation Res., 8(1):101-111, 1960.
    • (1960) Operation Res. , vol.8 , Issue.1 , pp. 101-111
    • Dantzig, G.B.1    Wolfe, P.2
  • 6
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning, with application to clustering with side-information
    • MIT Press
    • E. Xing, A. Ng, M. Jordan, and S. Russell. Distance metric learning, with application to clustering with side-information. In Proc. Adv. Neural Inf. Process. Syst. MIT Press, 2002.
    • (2002) Proc. Adv. Neural Inf. Process. Syst
    • Xing, E.1    Ng, A.2    Jordan, M.3    Russell, S.4
  • 7
  • 9
    • 0010704427 scopus 로고
    • On extreme points of regular convex sets
    • M. Krein and D. Milman. On extreme points of regular convex sets. Studia Mathematica, 9:133-138, 1940.
    • (1940) Studia Mathematica , vol.9 , pp. 133-138
    • Krein, M.1    Milman, D.2
  • 10
    • 0039907084 scopus 로고
    • On the sum of the largest eigenvalues of a symmetric matrix
    • M. L. Overton and R. S. Womersley. On the sum of the largest eigenvalues of a symmetric matrix. SIAM J. Matrix Anal. Appl., 13(1):41-45, 1992.
    • (1992) SIAM J. Matrix Anal. Appl. , vol.13 , Issue.1 , pp. 41-45
    • Overton, M.L.1    Womersley, R.S.2
  • 12
    • 84957085334 scopus 로고    scopus 로고
    • Theoretical views of boosting and applications
    • London, UK. Springer-Verlag
    • R. E. Schapire. Theoretical views of boosting and applications. In Proc. Int. Conf. Algorithmic Learn. Theory, pages 13-25, London, UK, 1999. Springer-Verlag.
    • (1999) Proc. Int. Conf. Algorithmic Learn. Theory , pp. 13-25
    • Schapire, R.E.1
  • 13
    • 34250754976 scopus 로고    scopus 로고
    • Learning low-rank kernel matrices
    • Pittsburgh, Pennsylvania
    • B. Kulis, M. Sustik, and I. Dhillon. Learning low-rank kernel matrices. In Proc. Int. Conf. Mach. Learn., pages 505-512, Pittsburgh, Pennsylvania, 2006.
    • (2006) Proc. Int. Conf. Mach. Learn. , pp. 505-512
    • Kulis, B.1    Sustik, M.2    Dhillon, I.3
  • 15
    • 0033295981 scopus 로고    scopus 로고
    • CSDP a C library for semidefinite programming
    • B. Borchers. CSDP, a C library for semidefinite programming. Optim. Methods and Softw., 11(1):613-623, 1999.
    • (1999) Optim. Methods and Softw. , vol.11 , Issue.1 , pp. 613-623
    • Borchers, B.1
  • 16
    • 0002654780 scopus 로고
    • An implicitly restarted Lanczos method for large symmetric eigenvalue problems
    • Mar
    • D. Calvetti, L. Reichel, and D. C. Sorensen. An implicitly restarted Lanczos method for large symmetric eigenvalue problems. Elec. Trans. Numer. Anal, 2:1-21, Mar 1994. http://etna.mcs.kent.edu.
    • (1994) Elec. Trans. Numer. Anal , vol.2 , pp. 1-21
    • Calvetti, D.1    Reichel, L.2    Sorensen, D.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.