메뉴 건너뛰기




Volumn 13, Issue , 2012, Pages 1-26

Distance metric learning with eigenvalue optimization

Author keywords

Convex optimization; Eigenvalue optimization; Face verification; First order methods; Matrix factorization; Metric learning; Semi definite programming

Indexed keywords

EIGENVALUE OPTIMIZATION; FACE VERIFICATION; FIRST-ORDER; MATRIX FACTORIZATIONS; METRIC LEARNING; SEMI-DEFINITE PROGRAMMING;

EID: 84857513492     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (287)

References (45)
  • 2
    • 46249124832 scopus 로고    scopus 로고
    • Consistency of trace norm minimization
    • F. Bach. Consistency of trace norm minimization. Journal of Machine Learning Research, 9:1019-1048, 2008.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 1019-1048
    • Bach, F.1
  • 5
    • 0033295981 scopus 로고    scopus 로고
    • CSDP a C library for semi-definite programming
    • B. Borchers. CSDP, a C library for semi-definite programming. OptimizationMethods and Software, 11:613-623, 1999.
    • (1999) OptimizationMethods and Software , vol.11 , pp. 613-623
    • Borchers, B.1
  • 6
    • 1542337156 scopus 로고    scopus 로고
    • A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization
    • DOI 10.1007/s10107-002-0352-8
    • S. Burer and Renato D.C. Monteiro. A nonlinear programming algorithm for solving semi-definite programs via low-rank factorization. Mathematical Programming, 95:329-357, 2003. (Pubitemid 44757858)
    • (2003) Mathematical Programming, Series B , vol.95 , Issue.2 , pp. 329-357
    • Burer, S.1    Monteiro, R.D.C.2
  • 14
    • 0034415006 scopus 로고    scopus 로고
    • A spectral bundle method for semi-definite programming
    • C. Helmberg and F. Rendl. A spectral bundle method for semi-definite programming. SIAM Journal on Optimization, 10(3):673-696, 1999.
    • (1999) SIAM Journal on Optimization , vol.10 , Issue.3 , pp. 673-696
    • Helmberg, C.1    Rendl, F.2
  • 16
    • 51849117118 scopus 로고    scopus 로고
    • Labeled Faces in theWild: A database for studying face recognition in unconstrained environments
    • Amherst, Technical Report 07-49, October
    • G. B. Huang, M. Ramesh, T. Berg and E. Learned-Miller. Labeled Faces in theWild: A database for studying face recognition in unconstrained environments. University of Massachusetts, Amherst, Technical Report 07-49, October, 2007.
    • (2007) University of Massachusetts
    • Huang, G.B.1    Ramesh, M.2    Berg, T.3    Learned-Miller, E.4
  • 20
    • 77958500041 scopus 로고    scopus 로고
    • Metric learning for enzyme active-site search
    • T. Kato and N. Nagano. Metric learning for enzyme active-site search. Bioinformatics, 26:2698-2704, 2010.
    • (2010) Bioinformatics , vol.26 , pp. 2698-2704
    • Kato, T.1    Nagano, N.2
  • 21
    • 0042602157 scopus 로고    scopus 로고
    • Eigenvalue optimization
    • A. S. Lewis and M. L. Overton. Eigenvalue optimization. Acta Numerica, 5:149-190, 1996. (Pubitemid 126090738)
    • (1996) Acta Numerica , pp. 149-190
    • Lewis, A.S.1    Overton, M.L.2
  • 24
    • 17444406259 scopus 로고    scopus 로고
    • Smooth minimization of non-smooth functions
    • DOI 10.1007/s10107-004-0552-5
    • Y. Nesterov. Smooth minimization of non-smooth functions. Mathematical Programming, 103:127-152, 2005. (Pubitemid 40537674)
    • (2005) Mathematical Programming , vol.103 , Issue.1 , pp. 127-152
    • Nesterov, Yu.1
  • 25
    • 33947732413 scopus 로고    scopus 로고
    • Smoothing technique and its applications in semidefinite optimization
    • DOI 10.1007/s10107-006-0001-8
    • Y. Nesterov. Smoothing technique and its applications in semi-definite optimization. Mathematical Programming, 110:245-259, 2007. (Pubitemid 46504991)
    • (2007) Mathematical Programming , vol.110 , Issue.2 , pp. 245-259
    • Nesterov, Y.1
  • 26
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • DOI 10.1109/TPAMI.2002.1017623
    • T. Ojala, M. Pietikainen and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(7):971-987, 2002. (Pubitemid 34835471)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 27
    • 0001110772 scopus 로고
    • On minimizing the maximum eigenvalue of a symmetric matrix
    • M. L. Overton. On minimizing the maximum eigenvalue of a symmetric matrix. SIAM. J. Matrix Anal. & Appl. 9:256-268, 1988.
    • (1988) SIAM. J. Matrix Anal. & Appl. , vol.9 , pp. 256-268
    • Overton, M.L.1
  • 35
    • 42149134851 scopus 로고    scopus 로고
    • A new pairwise kernel for biological network inference with support vector machines
    • J.-P. Vert, J. Qiu and W. S. Noble. A new pairwise kernel for biological network inference with support vector machines. BMC Bioinformatics, 8(Suppl 10), 2007.
    • (2007) BMC Bioinformatics , vol.8 , Issue.SUPPL. 10
    • Vert, J.-P.1    Qiu, J.2    Noble, W.S.3
  • 45
    • 33750594552 scopus 로고    scopus 로고
    • Online regularized classification algorithms
    • DOI 10.1109/TIT.2006.883632
    • Y. Ying and D.X. Zhou, Online regularized classification algorithms. IEEE Trans. Inform. Theory, 11:4775-4788, 2006. (Pubitemid 44680574)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.11 , pp. 4775-4788
    • Ying, Y.1    Zhou, D.-X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.