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Volumn , Issue , 2013, Pages

Dirty statistical models

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINED PARAMETERS; HIGH-DIMENSIONAL; INFIMAL CONVOLUTION; MULTIPLE REGRESSIONS; REGULARIZATION FUNCTION; STATISTICAL MODELING; STRUCTURAL COMPONENT; UNIFIED FRAMEWORK;

EID: 84899019085     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (31)

References (15)
  • 1
    • 84872015802 scopus 로고    scopus 로고
    • Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
    • A. Agarwal, S. Negahban, and M. J. Wainwright. Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. Annals of Statistics, 40(2):1171-1197, 2012.
    • (2012) Annals of Statistics , vol.40 , Issue.2 , pp. 1171-1197
    • Agarwal, A.1    Negahban, S.2    Wainwright, M.J.3
  • 7
    • 81255189015 scopus 로고    scopus 로고
    • Robust matrix decomposition with sparse corruptions
    • D. Hsu, S. M. Kakade, and T. Zhang. Robust matrix decomposition with sparse corruptions. IEEE Trans. Inform. Theory, 57:7221-7234, 2011.
    • (2011) IEEE Trans. Inform. Theory , vol.57 , pp. 7221-7234
    • Hsu, D.1    Kakade, S.M.2    Zhang, T.3
  • 9
    • 84859831899 scopus 로고    scopus 로고
    • Two proposals for robust pca using semidefinite programming
    • M. McCoy and J. A. Tropp. Two proposals for robust pca using semidefinite programming. Electron. J. Statist., 5:1123-1160, 2011.
    • (2011) Electron. J. Statist. , vol.5 , pp. 1123-1160
    • McCoy, M.1    Tropp, J.A.2
  • 10
    • 79952934740 scopus 로고    scopus 로고
    • Estimation of (near) low-rank matrices with noise and high-dimensional scaling
    • S. Negahban and M. J. Wainwright. Estimation of (near) low-rank matrices with noise and high-dimensional scaling. Annals of Statistics, 39(2):1069-1097, 2011.
    • (2011) Annals of Statistics , vol.39 , Issue.2 , pp. 1069-1097
    • Negahban, S.1    Wainwright, M.J.2
  • 11
    • 84871600478 scopus 로고    scopus 로고
    • A unified framework for highdimensional analysis of M-estimators with decomposable regularizers
    • S. Negahban, P. Ravikumar, M. J. Wainwright, and B. Yu. A unified framework for highdimensional analysis of M-estimators with decomposable regularizers. Statistical Science, 27 (4):538-557, 2012.
    • (2012) Statistical Science , vol.27 , Issue.4 , pp. 538-557
    • Negahban, S.1    Ravikumar, P.2    Wainwright, M.J.3    Yu, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.