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Volumn 1, Issue , 2012, Pages 185-192

A complete analysis of the ℓ 1,p Group-Lasso

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE SETS; LARGE SCALE EXPERIMENTS; LEARNING PROBLEM; MACHINE LEARNING METHODS; MULTITASK LEARNING; PREDICTION PERFORMANCE; PROJECTED GRADIENT; REAL WORLD DATA; STRONG-COUPLING; SYNTHETIC DATA; WEAK COUPLINGS;

EID: 84867115766     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (21)
  • 2
    • 46249088758 scopus 로고    scopus 로고
    • Consistency of the group Lasso and multiple kernel learning
    • Bach, F. Consistency of the group Lasso and multiple kernel learning. JMLR, 9:1179-1225, 2008.
    • (2008) JMLR , vol.9 , pp. 1179-1225
    • Bach, F.1
  • 6
    • 33746126624 scopus 로고    scopus 로고
    • Blockwise sparse regression
    • Kim, Y., Kim, J., and Kim, Y. Blockwise sparse regression. Statistica Sinica, 16:375-390, 2006.
    • (2006) Statistica Sinica , vol.16 , pp. 375-390
    • Kim, Y.1    Kim, J.2    Kim, Y.3
  • 13
    • 56449115709 scopus 로고    scopus 로고
    • The Group-Lasso for generalized linear models: Uniqueness of solutions and efficient algorithms
    • Roth, Volker and Fischer, Bernd. The Group-Lasso for generalized linear models: uniqueness of solutions and efficient algorithms. In ICML '08, pp. 848-855.
    • ICML '08 , pp. 848-855
    • Roth, V.1    Fischer, B.2
  • 14
    • 51949118201 scopus 로고    scopus 로고
    • Structure learning in random fields for heart motion abnormality detection
    • Schmidt, M. and Murphy, K. Structure learning in random fields for heart motion abnormality detection. In In CVPR, 2008.
    • (2008) CVPR
    • Schmidt, M.1    Murphy, K.2
  • 16
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • Tibshirani, R. Regression shrinkage and selection via the Lasso. J. Roy. Stat. Soc. B, 58(1):267-288, 1996.
    • (1996) J. Roy. Stat. Soc. B , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 18
    • 78349232078 scopus 로고    scopus 로고
    • 1,2 Regularization
    • Springer
    • 1,2 Regularization. In DAGM 2010, pp. 252-261. Springer, 2010.
    • (2010) DAGM 2010 , pp. 252-261
    • Vogt, J.E.1    Roth, V.2
  • 20
    • 33645035051 scopus 로고    scopus 로고
    • Model selection and estimation in regression with grouped variables
    • Yuan, M. and Lin, Y. Model selection and estimation in regression with grouped variables. J. Roy. Stat. Soc. B, pp. 49-67, 2006.
    • (2006) J. Roy. Stat. Soc. B , pp. 49-67
    • Yuan, M.1    Lin, Y.2
  • 21
    • 85162027638 scopus 로고    scopus 로고
    • Probabilistic multitask feature selection
    • Zhang, Y., Yeung, D., and Xu, Q. Probabilistic multitask feature selection. NIPS, 2010.
    • (2010) NIPS
    • Zhang, Y.1    Yeung, D.2    Xu, Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.