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Volumn 4723 LNCS, Issue , 2007, Pages 13-24

Multiplicative updates for L1-regularized linear and logistic regression

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FACTORIZATION; MATRIX ALGEBRA; PROBLEM SOLVING; QUADRATIC PROGRAMMING;

EID: 38049010389     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74825-0_2     Document Type: Conference Paper
Times cited : (7)

References (17)
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    • 0042685161 scopus 로고    scopus 로고
    • Bayesian parameter estimation via variational methods
    • Jaakkola, T., Jordan, M.I.: Bayesian parameter estimation via variational methods. Statistics and Computing 10, 25-37 (2000)
    • (2000) Statistics and Computing , vol.10 , pp. 25-37
    • Jaakkola, T.1    Jordan, M.I.2
  • 5
    • 0008815681 scopus 로고    scopus 로고
    • Exponentiated gradient versus gradient descent for linear predictors
    • Kivinen, J., Warmuth, M.: Exponentiated gradient versus gradient descent for linear predictors. Information and Computation 132(1), 1-63 (1997)
    • (1997) Information and Computation , vol.132 , Issue.1 , pp. 1-63
    • Kivinen, J.1    Warmuth, M.2
  • 6
    • 34547688865 scopus 로고    scopus 로고
    • 1-regularized logistic regression
    • 1-regularized logistic regression. JMLR 8, 1519-1555 (2007)
    • (2007) JMLR , vol.8 , pp. 1519-1555
    • Koh, K.1    Kim, S.-J.2    Boyd, S.P.3
  • 8
    • 84898964201 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • Leen, T.K, Dietterich, T.G, Tresp, V, eds, MIT Press, Cambridge, MA
    • Lee, D.D., Seung, H.S.: Algorithms for non-negative matrix factorization. In: Leen, T.K., Dietterich, T.G., Tresp, V. (eds.) Advances in Neural Information Processing Systems, vol. 13, pp. 556-562. MIT Press, Cambridge, MA (2001)
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 556-562
    • Lee, D.D.1    Seung, H.S.2
  • 13
    • 34548051389 scopus 로고    scopus 로고
    • Multiplicative updates for nonnegative quadratic programming
    • Sha, F., Lin, Y., Saul, L.K., Lee, D.D.: Multiplicative updates for nonnegative quadratic programming. Neural Computation 19, 2004-2031 (2007)
    • (2007) Neural Computation , vol.19 , pp. 2004-2031
    • Sha, F.1    Lin, Y.2    Saul, L.K.3    Lee, D.D.4
  • 15
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • Tibshirani, R.: Regression shrinkage and selection via the Lasso. Journal of the Royal Statistical Society B 58(1), 267-288 (1996)
    • (1996) Journal of the Royal Statistical Society B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.