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Volumn 2, Issue , 2012, Pages 1479-1486

Conditional sparse coding and grouped multivariate regression

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN IMAGING; COMPUTATIONAL NEUROSCIENCE; COVARIATES; LINEAR COMBINATIONS; LOW RANK; MULTIVARIATE REGRESSION; PARAMETER MATRICES; PREDICTIVE ACCURACY; REDUCED RANK REGRESSION; REGRESSION MATRICES; SHARED INFORMATION; SPARSE CODING;

EID: 84867127259     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (25)
  • 1
    • 84864063089 scopus 로고    scopus 로고
    • Multi-task feature learning
    • Schölkopf, B., Platt, J., and Hoffman, T. (eds.), Cambridge, MA, MIT Press
    • Argyriou, Andreas, Evgeniou, Theodoros, and Pontil, Massimiliano. Multi-task feature learning. In Schölkopf, B., Platt, J., and Hoffman, T. (eds.), NIPS 19, pp. 41-48, Cambridge, MA, 2006. MIT Press.
    • (2006) NIPS 19 , pp. 41-48
    • Argyriou, A.1    Evgeniou, T.2    Pontil, M.3
  • 2
    • 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 J. Imaging Sciences, 2(1):183-202, 2009.
    • (2009) SIAM J. Imaging Sciences , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 4
    • 84858744056 scopus 로고    scopus 로고
    • Group sparse coding
    • Bengio, Y., Schuurmans, D., Lafferty, J., Williams, C. K. I., and Culotta, A. (eds.), MIT Press
    • Bengio, Samy, Pereira, Fernando, Singer, Yoram, and Strelow, Dennis. Group sparse coding. In Bengio, Y., Schuurmans, D., Lafferty, J., Williams, C. K. I., and Culotta, A. (eds.), NIPS 22. MIT Press, 2009.
    • (2009) NIPS 22
    • Bengio, S.1    Pereira, F.2    Singer, Y.3    Strelow, D.4
  • 5
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • July ISSN 0885-6125
    • Caruana, Rich. Multitask learning. Mach. Learn., 28:41-75, July 1997. ISSN 0885-6125.
    • (1997) Mach. Learn. , vol.28 , pp. 41-75
    • Caruana, R.1
  • 6
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • Elad, M. and Aharon, M. Image denoising via sparse and redundant representations over learned dictionaries. IEEE Transactions on Image Processing, 54(12):3736-3745, 2006.
    • (2006) IEEE Transactions on Image Processing , vol.54 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 7
    • 12244250351 scopus 로고    scopus 로고
    • Regularized multi-task learning
    • Kim, Won, Kohavi, Ron, Gehrke, Johannes, and DuMouchel, William (eds.)
    • Evgeniou, Theodoros and Pontil, Massimiliano. Regularized multi-task learning. In Kim, Won, Kohavi, Ron, Gehrke, Johannes, and DuMouchel, William (eds.), Proceedings of the Tenth ACM SIGKDD, pp. 109-117, 2004.
    • (2004) Proceedings of the Tenth ACM SIGKDD , pp. 109-117
    • Evgeniou, T.1    Pontil, M.2
  • 10
    • 31344454903 scopus 로고    scopus 로고
    • Persistency in high dimensional linear predictor-selection and the virtue of overparametrization
    • Greenshtein, E. and Ritov, Y. Persistency in high dimensional linear predictor-selection and the virtue of overparametrization. Bernoulli, 10:971-988, 2004.
    • (2004) Bernoulli , vol.10 , pp. 971-988
    • Greenshtein, E.1    Ritov, Y.2
  • 11
    • 70449482707 scopus 로고    scopus 로고
    • Sparse linear representation
    • Jeong, H. and Kim, Y-H. Sparse linear representation. ISIT, 2009.
    • (2009) ISIT
    • Jeong, H.1    Kim, Y.-H.2
  • 12
    • 80053435765 scopus 로고    scopus 로고
    • Learning with whom to share in multitask feature learning
    • Kang, Zhuoliang, Grauman, Kristen, and Sha, Fei. Learning with whom to share in multitask feature learning. ICML, 2011.
    • (2011) ICML
    • Kang, Z.1    Grauman, K.2    Sha, F.3
  • 13
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • Schölkopf, B., Platt, J., and Hoffman, T. (eds.), MIT Press, Cambridge, MA
    • Lee, Honglak, Battle, Alexis, Raina, Rajat, and Ng, Andrew Y. Efficient sparse coding algorithms. In Schölkopf, B., Platt, J., and Hoffman, T. (eds.), NIPS 19, pp. 801-808. MIT Press, Cambridge, MA, 2007.
    • (2007) NIPS 19 , pp. 801-808
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.Y.4
  • 14
    • 77956544585 scopus 로고    scopus 로고
    • Learning temporal causal graphs for relational time-series analysis
    • Liu, Yan, Niculescu-Mizil, Alexandru, Lozano, Aurelie, and Lu, Yong. Learning temporal causal graphs for relational time-series analysis. ICML, 2010.
    • (2010) ICML
    • Liu, Y.1    Niculescu-Mizil, A.2    Lozano, A.3    Lu, Y.4
  • 18
    • 77958550281 scopus 로고    scopus 로고
    • K-dimensional coding scheme in hilbert spaces
    • Maurer, Andreas and Pontil, Massimiliano. K-dimensional coding scheme in hilbert spaces. IEEE Trans. Inform. Theory, 54:5839-5846, 2010.
    • (2010) IEEE Trans. Inform. Theory , vol.54 , pp. 5839-5846
    • Maurer, A.1    Pontil, M.2
  • 20
    • 79952934740 scopus 로고    scopus 로고
    • Estimation of (near) low-rank matrices with noise and high-dimensional scaling
    • Negahban, S. and Wainwright, M.J. Estimation of (near) low-rank matrices with noise and high-dimensional scaling. Annals of Statistics, 39:1069-1097, 2011.
    • (2011) Annals of Statistics , vol.39 , pp. 1069-1097
    • Negahban, S.1    Wainwright, M.J.2
  • 21
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • June
    • Olshausen, Bruno A. and Field, David J. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381:607-609, June 1996.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 23
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • Yang, J., Yu, K., Gong, Y., , and Huang, T. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, 2009.
    • (2009) CVPR
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 24
    • 34249004618 scopus 로고    scopus 로고
    • Dimension reduction and coefficient estimation in multivariate linear regression
    • Yuan, Ming, Ekici, A., Lu, Zhaosong, and Monteiro, R. Dimension reduction and coefficient estimation in multivariate linear regression. J. R. Statist. Soc. B, 69:329-346, 2007.
    • (2007) J. R. Statist. Soc. B , vol.69 , pp. 329-346
    • Yuan, M.1    Ekici, A.2    Lu, Z.3    Monteiro, R.4
  • 25
    • 78149344615 scopus 로고    scopus 로고
    • Image classification using super-vector coding of local image descriptors
    • Springer- Verlag
    • Zhou, Xi, Yu, Kai, Zhang, Tong, and Huang, Thomas S. Image classification using super-vector coding of local image descriptors. In ECCV'10, pp. 141-154. Springer-Verlag, 2010.
    • (2010) ECCV'10 , pp. 141-154
    • Zhou, X.1    Yu, K.2    Zhang, T.3    Huang, T.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.