-
2
-
-
34548514458
-
A direct formulation for sparse PCA using semidefinite programming
-
A. d'Aspremont, L. El Ghaoui, M. I. Jordan, and G. R. G. Lanckriet. A direct formulation for sparse PCA using semidefinite programming. SIAM Review, 49(3):434-448, 2007.
-
(2007)
SIAM Review
, vol.49
, Issue.3
, pp. 434-448
-
-
D'aspremont, A.1
El Ghaoui, L.2
Jordan, M.I.3
Lanckriet, G.R.G.4
-
3
-
-
33751097630
-
Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition
-
P. Drineas, R. Kannan, and M.W. Mahoney. Fast Monte Carlo algorithms for matrices III: Computing a compressed approximate matrix decomposition. SIAM Journal on Computing, 36:184-206, 2006.
-
(2006)
SIAM Journal on Computing
, vol.36
, pp. 184-206
-
-
Drineas, P.1
Kannan, R.2
Mahoney, M.W.3
-
5
-
-
0037790752
-
The maximum-volume concept in approximation by low-rank matrices
-
S.A. Goreinov and E.E. Tyrtyshnikov. The maximum-volume concept in approximation by low-rank matrices. Contemporary Mathematics, 280:47-51, 2001.
-
(2001)
Contemporary Mathematics
, vol.280
, pp. 47-51
-
-
Goreinov, S.A.1
Tyrtyshnikov, E.E.2
-
10
-
-
0141941674
-
A modified principal component technique based on the LASSO
-
I. T. Jolliffe, N. T. Trendafilov, andM. Uddin. A modified principal component technique based on the LASSO. Journal of Computational and Graphical Statistics, 12(3):531-547, 2003.
-
(2003)
Journal of Computational and Graphical Statistics
, vol.12
, Issue.3
, pp. 531-547
-
-
Jolliffe, I.T.1
Trendafilov, N.T.2
Uddin, M.3
-
12
-
-
58849086813
-
CUR matrix decompositions for improved data analysis
-
M.W. Mahoney and P. Drineas. CUR matrix decompositions for improved data analysis. Proc. Natl. Acad. Sci. USA, 106:697-702, 2009.
-
(2009)
Proc. Natl. Acad. Sci. USA
, vol.106
, pp. 697-702
-
-
Mahoney, M.W.1
Drineas, P.2
-
13
-
-
0037070754
-
Molecular characterisation of soft tissue tumours: A gene expression study
-
T. Nielsen, R.B. West, S.C. Linn, O. Alter, M.A. Knowling, J. O'Connell, S. Zhu, M. Fero, G. Sherlock, J.R. Pollack, P.O. Brown, D. Botstein, and M. van de Rijn. Molecular characterisation of soft tissue tumours: a gene expression study. Lancet, 359(9314):1301-1307, 2002.
-
(2002)
Lancet
, vol.359
, Issue.9314
, pp. 1301-1307
-
-
Nielsen, T.1
West, R.B.2
Linn, S.C.3
Alter, O.4
Knowling, M.A.5
O'connell, J.6
Zhu, S.7
Fero, M.8
Sherlock, G.9
Pollack, J.R.10
Brown, P.O.11
Botstein, D.12
Van De Rijn, M.13
-
14
-
-
34848879778
-
PCA-correlated SNPs for structure identification in worldwide human populations
-
P. Paschou, E. Ziv, E.G. Burchard, S. Choudhry, W. Rodriguez-Cintron, M.W. Mahoney, and P. Drineas. PCA-correlated SNPs for structure identification in worldwide human populations. PLoS Genetics, 3:1672-1686, 2007.
-
(2007)
PLoS Genetics
, vol.3
, pp. 1672-1686
-
-
Paschou, P.1
Ziv, E.2
Burchard, E.G.3
Choudhry, S.4
Rodriguez-Cintron, W.5
Mahoney, M.W.6
Drineas, P.7
-
15
-
-
66549116888
-
Partial correlation estimation by joint sparse regression models
-
J. Peng, P.Wang, N. Zhou, and J. Zhu. Partial correlation estimation by joint sparse regression models. Journal of the American Statistical Association, 104:735-746, 2009.
-
(2009)
Journal of the American Statistical Association
, vol.104
, pp. 735-746
-
-
Peng, J.1
Wang, P.2
Zhou, N.3
Zhu, J.4
-
16
-
-
27344435774
-
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
-
A. Subramanian, P. Tamayo, V. K. Mootha, S. Mukherjee, B. L. Ebert, M. A. Gillette, A. Paulovich, S. L. Pomeroy, T. R. Golub, E. S. Lander, and J. P. Mesirov. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc. Natl. Acad. Sci. USA, 102(43):15545-15550, 2005.
-
(2005)
Proc. Natl. Acad. Sci. USA
, vol.102
, Issue.43
, pp. 15545-15550
-
-
Subramanian, A.1
Tamayo, P.2
Mootha, V.K.3
Mukherjee, S.4
Ebert, B.L.5
Gillette, M.A.6
Paulovich, A.7
Pomeroy, S.L.8
Golub, T.R.9
Lander, E.S.10
Mesirov, J.P.11
-
19
-
-
70149096300
-
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
-
D. M. Witten, R. Tibshirani, and T. Hastie. A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics, 10(3):515-534, 2009.
-
(2009)
Biostatistics
, vol.10
, Issue.3
, pp. 515-534
-
-
Witten, D.M.1
Tibshirani, R.2
Hastie, T.3
-
20
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society: Series B, 68(1):49-67, 2006.
-
(2006)
Journal of the Royal Statistical Society: Series B
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
21
-
-
33745309913
-
Sparse principal component analysis
-
H. Zou, T. Hastie, and R. Tibshirani. Sparse principal component analysis. Journal of Computational and Graphical Statistics, 15(2):262-286, 2006.
-
(2006)
Journal of Computational and Graphical Statistics
, vol.15
, Issue.2
, pp. 262-286
-
-
Zou, H.1
Hastie, T.2
Tibshirani, R.3
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