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Volumn , Issue , 2009, Pages 861-864

Classification via group sparsity promoting regularization

Author keywords

Classification; Elastic net; Face recognition; Group sparse regularization

Indexed keywords

BENCHMARK DATASETS; CLASSIFICATION; CLASSIFICATION ALGORITHM; CORRECT GROUP; ELASTIC NET; GROUP SPARSE REGULARIZATION; REGULARIZATION METHODS; SINGLE SAMPLE; TEST SAMPLES; TRAINING SAMPLE; TRAINING SETS;

EID: 70349192993     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4959720     Document Type: Conference Paper
Times cited : (86)

References (10)
  • 1
    • 78649306628 scopus 로고    scopus 로고
    • Feature Selection in Face Recognition: A Sparse Representation Perspective
    • to appear
    • Y. Yang, J. Wright, Y. Ma and S. S. Sastry, "Feature Selection in Face Recognition: A Sparse Representation Perspective", IEEE Trans. PAMI, (to appear).
    • IEEE Trans. PAMI
    • Yang, Y.1    Wright, J.2    Ma, Y.3    Sastry, S.S.4
  • 2
    • 84869619820 scopus 로고    scopus 로고
    • http://cvc.yale.edu/projects/yalefacesB/yalefacesB.html
  • 3
    • 33646365077 scopus 로고    scopus 로고
    • For most large underdetermined systems of linear equations the minimal l1-norm solution is also the sparsest solution
    • D. Donoho, "For most large underdetermined systems of linear equations the minimal l1-norm solution is also the sparsest solution," Comm. on Pure and Applied Math, Vol. 59 (6), pp. 797-829, 2006.
    • (2006) Comm. on Pure and Applied Math , vol.59 , Issue.6 , pp. 797-829
    • Donoho, D.1
  • 4
    • 84869627849 scopus 로고    scopus 로고
    • http://www.cs.ubc.ca/labs/scl/spgl1/
  • 5
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net", Journal of Royal Statistical Society B., Vol. 67 (2), pp. 301-320.
    • Journal of Royal Statistical Society B , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 6
    • 70349194094 scopus 로고    scopus 로고
    • C. De Mol, E. De Vito, and L. Rosasco, Elastic-Net Regularization in Learning Theory, eprint arXiv:0807.3423
    • C. De Mol, E. De Vito, and L. Rosasco, "Elastic-Net Regularization in Learning Theory", eprint arXiv:0807.3423
  • 7
    • 84869636836 scopus 로고    scopus 로고
    • http://cran.r-project.org/web/packages/elasticnet/index.html
  • 8
    • 70349217674 scopus 로고    scopus 로고
    • M. Stojnic, F. Parvaresh and B. Hassibi, On the reconstruction of block-sparse signals with an optimal number of measurements, eprint arXiv:0804.0041v1
    • M. Stojnic, F. Parvaresh and B. Hassibi, "On the reconstruction of block-sparse signals with an optimal number of measurements", eprint arXiv:0804.0041v1
  • 9
    • 70349211260 scopus 로고    scopus 로고
    • Group Sparsity via Linear-Time Projection, Technical Report TR-2008-09, Department of Computer Science, University of British Columbia
    • E. van Den Berg, M. Schmidt, M. P. Friedlander and K. Murphy, "Group Sparsity via Linear-Time Projection", Technical Report TR-2008-09, Department of Computer Science, University of British Columbia
    • van Den Berg, E.1    Schmidt, M.2    Friedlander, M.P.3    Murphy, K.4
  • 10
    • 84869636837 scopus 로고    scopus 로고
    • http://archive.ics.uci.edu/ml/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.