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Volumn , Issue PART 3, 2013, Pages 2302-2310

Sparse Gaussian conditional random fields: Algorithms, theory, and application to energy forecasting

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE SEGMENTATION; LEARNING SYSTEMS; RANDOM PROCESSES;

EID: 84897479364     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (45)

References (21)
  • 4
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-thresholding algorithm for linear inverse problems
    • Beck, Amir and Teboulle, Marc. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2 (1):183-202, 2009.
    • (2009) SIAM Journal on Imaging Sciences , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 6
    • 45849134070 scopus 로고    scopus 로고
    • Sparse inverse covariance estimation with the graphical lasso
    • DOI 10.1093/biostatistics/kxm045
    • Friedman, J., Hastie, T., and Tibshirani, R. Sparse inverse covariance estimation with the graphical lasso. Biostatistics, 9(3):432-441, 2008. (Pubitemid 351882084)
    • (2008) Biostatistics , vol.9 , Issue.3 , pp. 432-441
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 9
    • 70450200096 scopus 로고    scopus 로고
    • Smooth optimization approaches for sparse inverse covariance selection
    • Lu, Z. Smooth optimization approaches for sparse inverse covariance selection. SIAM Journal on Optimization, 19(4):1807-1827, 2009.
    • (2009) SIAM Journal on Optimization , vol.19 , Issue.4 , pp. 1807-1827
    • Lu, Z.1
  • 12
    • 80555142374 scopus 로고    scopus 로고
    • High-dimensional covariance estimation by minimizing 1-penalized log-determinant divergence
    • Ravikumar, Pradeep, Wainwright, Martin J, Raskutti, Garvesh, and Yu, Bin. High-dimensional covariance estimation by minimizing 1-penalized log-determinant divergence. Electronic Journal of Statistics, 5:935-980, 2011.
    • (2011) Electronic Journal of Statistics , vol.5 , pp. 935-980
    • Ravikumar, P.1    Wainwright, M.J.2    Raskutti, G.3    Yu, B.4
  • 14
    • 84994849740 scopus 로고    scopus 로고
    • Joint estimation of structured sparsity and output structure in multiple-output regression via inverse-covariance regularization
    • Sohn, Kyung-Ah and Kim, Seyoung. Joint estimation of structured sparsity and output structure in multiple-output regression via inverse-covariance regularization. In Proceedings of the Conference on Artificial Intelligence and Statistics, 2012.
    • Proceedings of the Conference on Artificial Intelligence and Statistics, 2012
    • Sohn, K.-A.1    Kim, S.2
  • 17
    • 46749146509 scopus 로고    scopus 로고
    • A coordinate gradient descent method for nonsmooth separable minimization
    • Tseng, Paul and Yun, Sangwoon. A coordinate gradient descent method for nonsmooth separable minimization. Mathematical Programming, 117(1):387-423, 2009.
    • (2009) Mathematical Programming , vol.117 , Issue.1 , pp. 387-423
    • Tseng, P.1    Yun, S.2
  • 18
    • 84897445906 scopus 로고    scopus 로고
    • Various. Available at
    • Various. PJM Manual 19: Load Forecasting and Analysis. PJM, 2012. Available at: http://www.pjm.com/planning/resource-adequacy-planning/-/media/ documents/manuals/m19.ashx.
    • (2012) PJM Manual 19: Load Forecasting and Analysis
  • 21
    • 84897490403 scopus 로고    scopus 로고
    • Partial gaussian graphical model estimation
    • abs/1209.6419
    • Yuan, Xiao-Tong and Zhang, Tong. Partial gaussian graphical model estimation. CoRR, abs/1209.6419, 2012.
    • (2012) CoRR
    • Yuan, X.-T.1    Zhang, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.