-
3
-
-
1542784498
-
Variable selection via nonconcave penalized likelihood and it oracle properties
-
Fan J., Li R. Variable selection via nonconcave penalized likelihood and it oracle properties. Journal of American Statistical Association 2001, 96:1348-1360.
-
(2001)
Journal of American Statistical Association
, vol.96
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
4
-
-
0031211090
-
A decision theoretic generalization of on-line learning and an application to boosting
-
Freund Y., Schapire R. A decision theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 1997, 55:119-139.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.2
-
5
-
-
0034164230
-
Additive logistic regression: A statistical view of boosting
-
Friedman J.H., Hastie T., Tibshirani R. Additive logistic regression: A statistical view of boosting. Annals of Statistics 2000, 28:337-407.
-
(2000)
Annals of Statistics
, vol.28
, pp. 337-407
-
-
Friedman, J.H.1
Hastie, T.2
Tibshirani, R.3
-
6
-
-
0036258405
-
Support vector machines and the Bayes rule in classification
-
Lin Y. Support vector machines and the Bayes rule in classification. Data Mining and Knowledge Discovery 2002, 6:259-275.
-
(2002)
Data Mining and Knowledge Discovery
, vol.6
, pp. 259-275
-
-
Lin, Y.1
-
7
-
-
0036161029
-
Support vector machines for classification in nonstandard situations
-
Lin Y., Lee Y., Wahba G. Support vector machines for classification in nonstandard situations. Machine Learning 2002, 46:191-202.
-
(2002)
Machine Learning
, vol.46
, pp. 191-202
-
-
Lin, Y.1
Lee, Y.2
Wahba, G.3
-
8
-
-
0034343415
-
Smoothing spline ANOVA models for large data sets with bernoulli observations and the randomized GACV
-
Lin X., Wahba G., Xiang D., Gao F., Klein R., Klein B. Smoothing spline ANOVA models for large data sets with bernoulli observations and the randomized GACV. The Annals of Statistics 2000, 28:1570-1600.
-
(2000)
The Annals of Statistics
, vol.28
, pp. 1570-1600
-
-
Lin, X.1
Wahba, G.2
Xiang, D.3
Gao, F.4
Klein, R.5
Klein, B.6
-
11
-
-
51049112528
-
Pre-conditioning for feature selection and regression in high-dimensional problems
-
Paul D., Bair E., Hastie T., Tibshirani R. Pre-conditioning for feature selection and regression in high-dimensional problems. Annals of Statistics 2008, 36(4):1595-1618.
-
(2008)
Annals of Statistics
, vol.36
, Issue.4
, pp. 1595-1618
-
-
Paul, D.1
Bair, E.2
Hastie, T.3
Tibshirani, R.4
-
12
-
-
0242679446
-
On ψ-learning
-
Shen X., Tseng G.C., Zhang X., Wong W.H. On ψ-learning. Journal of the American Statistical Association 2003, 98:724-734.
-
(2003)
Journal of the American Statistical Association
, vol.98
, pp. 724-734
-
-
Shen, X.1
Tseng, G.C.2
Zhang, X.3
Wong, W.H.4
-
16
-
-
0001873883
-
Support vector machines, reproducing kernel Hilbert spaces, and randomized GACV
-
MIT Press, B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.)
-
Wahba G. Support vector machines, reproducing kernel Hilbert spaces, and randomized GACV. Advances in Kernel Methods: Support Vector Learning 1998, 125-143. MIT Press. B. Scholkopf, C.J.C. Burges, A.J. Smola (Eds.).
-
(1998)
Advances in Kernel Methods: Support Vector Learning
, pp. 125-143
-
-
Wahba, G.1
-
17
-
-
40249094631
-
Probability estimation for large margin classifiers
-
Wang J., Shen X., Liu Y. Probability estimation for large margin classifiers. Biometrika 2008, 95:149-167.
-
(2008)
Biometrika
, vol.95
, pp. 149-167
-
-
Wang, J.1
Shen, X.2
Liu, Y.3
-
19
-
-
47749133494
-
Variable selection for the multicategory SVM via sup-norm regularization
-
Zhang H.H., Liu Y., Wu Y., Zhu J. Variable selection for the multicategory SVM via sup-norm regularization. Electronic Journal of Statistics 2008, 2:149-167.
-
(2008)
Electronic Journal of Statistics
, vol.2
, pp. 149-167
-
-
Zhang, H.H.1
Liu, Y.2
Wu, Y.3
Zhu, J.4
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