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Volumn , Issue , 2011, Pages 745-752

Clusterpath: An algorithm for clustering using convex fusion penalties

Author keywords

[No Author keywords available]

Indexed keywords

CONVEX RELAXATION; EFFICIENT ALGORITHM; GEOMETRIC INTERPRETATION; HIER-ARCHICAL CLUSTERING; OBJECTIVE FUNCTIONS; SPECTRAL CLUSTERING; TREE STRUCTURES;

EID: 80053439464     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (242)

References (23)
  • 1
    • 85161978168 scopus 로고    scopus 로고
    • DIFFRAC: A discriminative and flexible framework for clustering
    • Bach, F. and Harchoui, Zaïd. DIFFRAC: a discriminative and flexible framework for clustering. In Adv. NIPS, 2008.
    • (2008) Adv. NIPS
    • Bach, F.1    Harchoui, Z.2
  • 11
    • 80053453193 scopus 로고    scopus 로고
    • Beyond convexity: Submodularity in machine learning
    • Krause, A. and Guestrin, C. Beyond convexity: Submodularity in machine learning. In IJCAI, 2009.
    • (2009) IJCAI
    • Krause, A.1    Guestrin, C.2
  • 14
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • Ng, A. Y., Jordan, M. I., and Weiss, Y. On spectral clustering: Analysis and an algorithm. In Adv. NIPS, 2001.
    • (2001) Adv. NIPS
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 15
    • 34548452938 scopus 로고    scopus 로고
    • Piecewise linear regularized solution paths
    • Rosset, S. and Zhu, J. Piecewise linear regularized solution paths. Annals of Statistics, 35(3):1012-1030, 2007.
    • (2007) Annals of Statistics , vol.35 , Issue.3 , pp. 1012-1030
    • Rosset, S.1    Zhu, J.2
  • 16
    • 78649427721 scopus 로고    scopus 로고
    • Grouping pursuit through a regularization solution surface
    • Shen, X. and Huang, H.-C. Grouping pursuit through a regularization solution surface. Journal of the American Statistical Association, 105(490):727-739, 2010.
    • (2010) Journal of the American Statistical Association , vol.105 , Issue.490 , pp. 727-739
    • Shen, X.1    Huang, H.-C.2
  • 17
    • 0001287271 scopus 로고    scopus 로고
    • Regression Shrinkage and Selection Via the Lasso
    • Tibshirani, R. Regression Shrinkage and Selection Via the Lasso. J. R. Statist. Soc. B., 58(1):267-288, 1996.
    • (1996) J. R. Statist. Soc. B. , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 18
    • 12844266177 scopus 로고    scopus 로고
    • Sparsity and smoothness via the fused lasso
    • Tibshirani, R. and Saunders, M. Sparsity and smoothness via the fused lasso. J. R. Statist. Soc. B., 67:9-08, 2005.
    • (2005) J. R. Statist. Soc. B. , vol.67 , pp. 9-108
    • Tibshirani, R.1    Saunders, M.2
  • 19
    • 0035532141 scopus 로고    scopus 로고
    • Estimating the number of clusters in a data set via the gap statistic
    • Tibshirani, R., Walther, G., and Hastie, T. Estimating the number of clusters in a data set via the gap statistic. J. R. Statist. Soc. B, 63:41-23, 2001.
    • (2001) J. R. Statist. Soc. B , vol.63 , pp. 41-123
    • Tibshirani, R.1    Walther, G.2    Hastie, T.3
  • 20
    • 85162047618 scopus 로고    scopus 로고
    • Fast detection of multiple change-points shared by many signals using group LARS
    • Vert, J.-P. and Bleakley, K. Fast detection of multiple change-points shared by many signals using group LARS. In Adv. NIPS, 2010.
    • (2010) Adv. NIPS
    • Vert, J.-P.1    Bleakley, K.2
  • 22
    • 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. Journal of the Royal Statistical Society, 68(B):4-7, 2006.
    • (2006) Journal of the Royal Statistical Society , vol.68 , Issue.B , pp. 4-7
    • Yuan, M.1    Lin, Y.2
  • 23
    • 69949155103 scopus 로고    scopus 로고
    • The composite absolute penalties family for grouped and hierarchical variable selection
    • Zhao, P., Rocha, G., and Yu, B. The composite absolute penalties family for grouped and hierarchical variable selection. Ann. Stat., 37(6A):3468-3497, 2009.
    • (2009) Ann. Stat. , vol.37 , Issue.6 , pp. 3468-3497
    • Zhao, P.1    Rocha, G.2    Yu, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.