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Volumn 2, Issue , 2012, Pages 863-871

Calibrated elastic regularization in matrix completion

Author keywords

[No Author keywords available]

Indexed keywords

COHERENCE CONDITIONS; CONVEX MINIMIZATION; ELASTIC REGULARIZATION; ITERATIVE ALGORITHM; MATRIX COMPLETION; MATRIX COMPLETION PROBLEMS; SOFT-THRESHOLDING; UNIFIED ANALYSIS;

EID: 84877729208     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (23)

References (15)
  • 2
    • 71049116435 scopus 로고    scopus 로고
    • Exact matrix completion via convex optimization
    • E. Candes and B. Recht. Exact matrix completion via convex optimization. Found. Comput. Math., 9:717-772, 2009.
    • (2009) Found. Comput. Math. , vol.9 , pp. 717-772
    • Candes, E.1    Recht, B.2
  • 3
    • 77951528523 scopus 로고    scopus 로고
    • The power of convex relaxation: Near-optimal matrix completion
    • E. J. Candés and T. Tao. The power of convex relaxation: Near-optimal matrix completion. IEEE Trans. Inform. Theory, 56(5):2053-2080, 2009.
    • (2009) IEEE Trans. Inform. Theory , vol.56 , Issue.5 , pp. 2053-2080
    • Candés, E.J.1    Tao, T.2
  • 4
    • 77955683035 scopus 로고    scopus 로고
    • Recovering low-rank matrices from few coefficients in any basis
    • abs/0910.1879
    • D. Gross. Recovering low-rank matrices from few coefficients in any basis. CoRR, abs/0910.1879, 2009.
    • (2009) CoRR
    • Gross, D.1
  • 7
    • 82655171609 scopus 로고    scopus 로고
    • Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion
    • V. Koltchinskii, K. Lounici, and A. B. Tsybakov. Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion. The Annals of Statistics, 39:2302-2329, 2011.
    • (2011) The Annals of Statistics , vol.39 , pp. 2302-2329
    • Koltchinskii, V.1    Lounici, K.2    Tsybakov, A.B.3
  • 8
    • 77956944781 scopus 로고    scopus 로고
    • Spectral regularization algorithms for learning large incomplete matrices
    • R. Mazumder, T. Hastie, and R. Tibshirani. Spectral regularization algorithms for learning large incomplete matrices. Journal of Machine Learning Research, 11:2287-2322, 2010.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 2287-2322
    • Mazumder, R.1    Hastie, T.2    Tibshirani, R.3
  • 11
    • 84856009825 scopus 로고    scopus 로고
    • A simpler approach to matrix completion
    • B. Recht. A simpler approach to matrix completion. Journal of Machine Learning Research, 12:3413-3430, 2011.
    • (2011) Journal of Machine Learning Research , vol.12 , pp. 3413-3430
    • Recht, B.1
  • 12
    • 84864315555 scopus 로고    scopus 로고
    • User-friendly tail bounds for sums of random matrices
    • doi:10.1007/s10208-011-9099-z.
    • J. A. Tropp. User-friendly tail bounds for sums of random matrices. Found. Comput. Math. doi:10.1007/s10208-011-9099-z., 2011.
    • (2011) Found. Comput. Math.
    • Tropp, J.A.1
  • 13
    • 0002790288 scopus 로고
    • Perturbation bounds in connection with singular value decomposition
    • P.-A. Wedin. Perturbation bounds in connection with singular value decomposition. BIT, 12:99-111, 1972.
    • (1972) BIT , vol.12 , pp. 99-111
    • Wedin, P.-A.1
  • 15
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie. Regularization and variable selection via the elastic net. J. R. Statist. Soc. B, 67:301-320, 2005.
    • (2005) J. R. Statist. Soc. B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.