-
2
-
-
84925605946
-
The entire regularization path for the support vector machine
-
Hastie T, Rosset S, Tibshirani R, Zhu J: The entire regularization path for the support vector machine. Journal of Machine Learning Research 2005, 5(2):1391.
-
(2005)
Journal of Machine Learning Research
, vol.5
, Issue.2
, pp. 1391
-
-
Hastie, T.1
Rosset, S.2
Tibshirani, R.3
Zhu, J.4
-
3
-
-
3242708140
-
Least angle regression
-
Efron B, Hastie T, Johnstone L, Tibshirani R: Least angle regression. Annals of Statistics 2004, 32:407-499.
-
(2004)
Annals of Statistics
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, L.3
Tibshirani, R.4
-
4
-
-
33845263263
-
On Model Selection Consistency of Lasso
-
Zhao P, Yu B: On Model Selection Consistency of Lasso. J Mach Learn Res 2006, 7:2541-2563.
-
(2006)
J Mach Learn Res
, vol.7
, pp. 2541-2563
-
-
Zhao, P.1
Yu, B.2
-
6
-
-
65749083666
-
Sharp thresholds for high-dimensional and noisy sparsity recovery using l1-constrained quadratic programming (Lasso).
-
Wainwright MJ: Sharp thresholds for high-dimensional and noisy sparsity recovery using l1-constrained quadratic programming (Lasso). IEEE Trans Inf Theor 2009, 55(5).
-
(2009)
IEEE Trans Inf Theor
, vol.55
, Issue.5
-
-
Wainwright, M.J.1
-
8
-
-
79960143876
-
Model-consistent sparse estimation through the bootstrap
-
Bach F: Model-consistent sparse estimation through the bootstrap. Tech rep, HAL-00354771 2009.
-
(2009)
Tech rep, HAL-00354771
-
-
Bach, F.1
-
9
-
-
65349193793
-
Lasso-type recovery of sparse representations for high-dimensional data
-
Meinshausen N, Yu B: Lasso-type recovery of sparse representations for high-dimensional data. Annals of Statistics 2009, 37:246-270.
-
(2009)
Annals of Statistics
, vol.37
, pp. 246-270
-
-
Meinshausen, N.1
Yu, B.2
-
10
-
-
56449113372
-
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators
-
Lounici K, et al: Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators. Electronic Journal of statistics 2008, 2:90-102.
-
(2008)
Electronic Journal of statistics
, vol.2
, pp. 90-102
-
-
Lounici, K.1
-
11
-
-
77956705273
-
Consistent neighborhood selection for sparse high-dimensional graphs with the Lasso
-
Meinshausen N, Buhlmann P: Consistent neighborhood selection for sparse high-dimensional graphs with the Lasso. Statist Surv 2004, 2:61-93.
-
(2004)
Statist Surv
, vol.2
, pp. 61-93
-
-
Meinshausen, N.1
Buhlmann, P.2
-
13
-
-
0030211964
-
Bagging predictors
-
Breiman L: Bagging predictors. Machine learning 1996, 24(2):123-140.
-
(1996)
Machine learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
15
-
-
0029979734
-
Lymphoma classification-the gap between biology and clinical management is closing
-
Hiddemann W, Longo D, Coiffier B, Fisher R, Cabanillas F, Cavalli F, Nadler L, De Vita V, Lister T, Armitage J: Lymphoma classification-the gap between biology and clinical management is closing. Blood 1996.
-
(1996)
Blood
-
-
Hiddemann, W.1
Longo, D.2
Coiffier, B.3
Fisher, R.4
Cabanillas, F.5
Cavalli, F.6
Nadler, L.7
De Vita, V.8
Lister, T.9
Armitage, J.10
-
17
-
-
34548583274
-
A tutorial on spectral clustering
-
von Luxburg U: A tutorial on spectral clustering. Statistics and Computing 2007, 17(4):395-416.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
von Luxburg, U.1
-
20
-
-
33845594195
-
Spectral Methods for Automatic Multiscale Data Clustering. Computer Vision and Pattern Recognition
-
Azran A, Ghahramani Z: Spectral Methods for Automatic Multiscale Data Clustering. Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on, Volume 1 2006, 190-197.
-
(2006)
2006 IEEE Computer Society Conference on
, vol.1
, pp. 190-197
-
-
Azran, A.1
Ghahramani, Z.2
-
21
-
-
77954938186
-
Data reduction for spectral clustering to analyze high throughput flow cytometry data
-
Zare H, Shooshtari P, Gupta A, Brinkman R: Data reduction for spectral clustering to analyze high throughput flow cytometry data. BMC Bioinformatics 2010, 11:403.
-
(2010)
BMC Bioinformatics
, vol.11
, pp. 403
-
-
Zare, H.1
Shooshtari, P.2
Gupta, A.3
Brinkman, R.4
-
22
-
-
84855257738
-
Automated analysis of multidimensional flow cytometry data improves diagnostic accuracy between mantle cell lymphoma and small lymphocytic lymphoma
-
Zare H, Bashashati A, Kridel R, Aghaeepour N, Haffari G, Connors J, Gascoyne R, Gupta A, Brinkman R, Weng A: Automated analysis of multidimensional flow cytometry data improves diagnostic accuracy between mantle cell lymphoma and small lymphocytic lymphoma. American Journal of Clinical Pathology 2012, 137:75-85.
-
(2012)
American Journal of Clinical Pathology
, vol.137
, pp. 75-85
-
-
Zare, H.1
Bashashati, A.2
Kridel, R.3
Aghaeepour, N.4
Haffari, G.5
Connors, J.6
Gascoyne, R.7
Gupta, A.8
Brinkman, R.9
Weng, A.10
-
23
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
Alon U, Barkai N, Notterman D, Gish K, Ybarra S, Mack D, Levine A: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc Natl Acad Sci USA 1999, 96(12):6745-6750.
-
(1999)
Proc Natl Acad Sci USA
, vol.96
, Issue.12
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.3
Gish, K.4
Ybarra, S.5
Mack, D.6
Levine, A.7
-
24
-
-
79951528449
-
Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data
-
Stingo F, Vannucci M: Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data. Bioinformatics 2011, 27(4):495.
-
(2011)
Bioinformatics
, vol.27
, Issue.4
, pp. 495
-
-
Stingo, F.1
Vannucci, M.2
-
25
-
-
78649934709
-
UCI Machine Learning Repository
-
Frank A, Asuncion A: UCI Machine Learning Repository. 2010.
-
(2010)
-
-
Frank, A.1
Asuncion, A.2
-
26
-
-
33646391384
-
Result analysis of the NIPS 2003 feature selection challenge
-
MIT Press
-
Guyon I, Hur AB, Gunn S, Dror G: Result analysis of the NIPS 2003 feature selection challenge. Advances in Neural Information Processing Systems 17 MIT Press; 2004, 545-552.
-
(2004)
Advances in Neural Information Processing Systems
, vol.17
, pp. 545-552
-
-
Guyon, I.1
Hur, A.B.2
Gunn, S.3
Dror, G.4
-
27
-
-
0023843391
-
Analysis of hidden units in a layered network trained to classify sonar targets
-
Gorman R, Sejnowski T: Analysis of hidden units in a layered network trained to classify sonar targets. Neural networks 1988, 1:75-89.
-
(1988)
Neural networks
, vol.1
, pp. 75-89
-
-
Gorman, R.1
Sejnowski, T.2
|