메뉴 건너뛰기




Volumn 19, Issue 12, 2012, Pages 894-897

On LARS/homotopy equivalence conditions for over-determined LASSO

Author keywords

and positive cone condition; diagonally dominant; homotopy; k step solution property; LARS; LASSO

Indexed keywords

INVERSE PROBLEMS;

EID: 84869162742     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2012.2221712     Document Type: Article
Times cited : (9)

References (12)
  • 2
    • 0034215549 scopus 로고    scopus 로고
    • A new approach to variable selection in least squares problems
    • M. R. Osborne, B. Presnell, and B. A. Turlach, "A new approach to variable selection in least squares problems," IMA J. Numer. Anal., vol. 20, no. 3, pp. 389-403, 2000.
    • (2000) IMA J. Numer. Anal. , vol.20 , Issue.3 , pp. 389-403
    • Osborne, M.R.1    Presnell, B.2    Turlach, B.A.3
  • 3
    • 55349134896 scopus 로고    scopus 로고
    • Fast solution of -norm minimization problems when the solution may be sparse
    • Nov
    • D. L. Donoho and Y. Tsaig, "Fast solution of -norm minimization problems when the solution may be sparse," IEEE Trans. Inf. Theory, vol. 54, no. 11, pp. 4789-4812, Nov. 2008.
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.11 , pp. 4789-4812
    • Donoho, D.L.1    Tsaig, Y.2
  • 4
    • 80052877247 scopus 로고    scopus 로고
    • From Bernoulli-Gaussian deconvolution to sparse signal restoration
    • C. Soussen, J. Idier, D. Brie, and J. Duan, "From Bernoulli-Gaussian deconvolution to sparse signal restoration," IEEE Trans. Signal Process., vol. 59, no. 10, pp. 4572-4584, 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.10 , pp. 4572-4584
    • Soussen, C.1    Idier, J.2    Brie, D.3    Duan, J.4
  • 5
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • R. Tibshirani, "Regression shrinkage and selection via the Lasso," J. R. Statist. Soc. B, vol. 58, no. 1, pp. 267-288, 1996.
    • (1996) J. R. Statist. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 6
    • 33646796359 scopus 로고    scopus 로고
    • Homotopy continuation for sparse signal representation
    • Philade-phia, PA, Mar.
    • D. M. Malioutov, M. Cetin, and A. S. Willsky, "Homotopy continuation for sparse signal representation," in Proc. IEEE ICASSP, Philade-phia, PA, Mar. 2005, vol. V, pp. 733-736.
    • (2005) Proc. IEEE ICASSP , vol.5 , pp. 733-736
    • Malioutov, D.M.1    Cetin, M.2    Willsky, A.S.3
  • 7
    • 34548286564 scopus 로고    scopus 로고
    • Relaxed Lasso
    • DOI 10.1016/j.csda.2006.12.019, PII S0167947306004956
    • N. Meinshausen, "Relaxed Lasso," Comput. Statist. Data Anal., vol. 52, no. 1, pp. 374-393, Sep. 2007. (Pubitemid 47331713)
    • (2007) Computational Statistics and Data Analysis , vol.52 , Issue.1 , pp. 374-393
    • Meinshausen, N.1
  • 9
    • 79954994522 scopus 로고    scopus 로고
    • The solution path of the generalized lasso
    • R. Tibshirani and J. Taylor, "The solution path of the generalized lasso," Ann. Statist., vol. 39, no. 3, pp. 1335-1371, 2011.
    • (2011) Ann. Statist. , vol.39 , Issue.3 , pp. 1335-1371
    • Tibshirani, R.1    Taylor, J.2
  • 10
    • 50849120401 scopus 로고    scopus 로고
    • Discussion: A tale of three cousins: Lasso, L2Boosting and Dantzig
    • N. Meinshausen, G. Rocha, and B. Yu, "Discussion: A tale of three cousins: Lasso, L2Boosting and Dantzig," Ann. Statist., vol. 35, no. 6, pp. 2373-2384, 2007.
    • (2007) Ann. Statist. , vol.35 , Issue.6 , pp. 2373-2384
    • Meinshausen, N.1    Rocha, G.2    Yu, B.3
  • 11
    • 33746577251 scopus 로고    scopus 로고
    • Princeton NJ: Princeton Univ. Press
    • D. Bernstein, Matrix Mathematics. Princeton, NJ: Princeton Univ. Press, 2009.
    • (2009) Matrix Mathematics
    • Bernstein, D.1
  • 12
    • 0346064883 scopus 로고
    • Schur complements of diagonally dominant matrices
    • D. Carlson and T. Markham, "Schur complements of diagonally dominant matrices," Czech. Math. J., vol. 29, no. 2, pp. 246-251, 1979.
    • (1979) Czech. Math. J. , vol.29 , Issue.2 , pp. 246-251
    • Carlson, D.1    Markham, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.