-
1
-
-
0004176753
-
An Introduction to Continuity, Extrema, and Related Topics for General Gaussian Processes
-
Hayward, CA: IMS
-
R. J. Adler, An Introduction to Continuity, Extrema, and Related Topics for General Gaussian Processes, in Lecture Notes-Monograph Series (IMS, Hayward, CA, 1990), Vol. 12.
-
(1990)
Lecture Notes-Monograph Series
-
-
Adler, R.J.1
-
3
-
-
38049008576
-
1 Penalties
-
20th Annual Conference on Learning Theory, COLT 2007 Proceedings, N. H. Bshouty and C. Gentile, eds. Springer
-
1 Penalties", in Lecture Notes in Artificial Intelligence, vol. 4539: 20th Annual Conference on Learning Theory, COLT 2007 Proceedings, N. H. Bshouty and C. Gentile, eds. (Springer, 2007), pp. 530-543.
-
(2007)
Lecture Notes in Artificial Intelligence
, vol.4539
, pp. 530-543
-
-
Bunea, F.1
Tsybakov, A.B.2
Wegkamp, M.H.3
-
4
-
-
38049043619
-
Aggregation for Gaussian Regression
-
F. Bunea, A. B. Tsybakov, and M. H. Wegkamp, "Aggregation for Gaussian Regression", Ann. Statist. 35(4), 1674-1697 (2007).
-
(2007)
Ann. Statist.
, vol.35
, Issue.4
, pp. 1674-1697
-
-
Bunea, F.1
Tsybakov, A.B.2
Wegkamp, M.H.3
-
5
-
-
50849114939
-
Sparsity Oracle Inequalities for the Lasso
-
F. Bunea, A. B. Tsybakov, and M. H. Wegkamp, "Sparsity Oracle Inequalities for the Lasso", Electron. J. Statist. 1, 169-194 (2007).
-
(2007)
Electron. J. Statist.
, vol.1
, pp. 169-194
-
-
Bunea, F.1
Tsybakov, A.B.2
Wegkamp, M.H.3
-
6
-
-
0036822482
-
On Block Thresholding in Wavelet Regression: Adaptivity, Block Size and Threshold Level
-
T. Cai, "On Block Thresholding in Wavelet Regression: Adaptivity, Block Size and Threshold Level", Statist. Sinica 12(4), 1241-1273 (2002).
-
(2002)
Statist. Sinica
, vol.12
, Issue.4
, pp. 1241-1273
-
-
Cai, T.1
-
7
-
-
50849141334
-
The Dantzig Selector: Statistical Estimation when p is Much Larger than n
-
E. J. Candes and T. Tao, "The Dantzig Selector: Statistical Estimation when p is Much Larger than n", Ann. Statist. 35, 2392-2404 (2007).
-
(2007)
Ann. Statist.
, vol.35
, pp. 2392-2404
-
-
Candes, E.J.1
Tao, T.2
-
8
-
-
0344907384
-
Penalized Blockwise Stein's Method, Monotone Oracles and Sharp Adaptive Estimation
-
L. Cavalier and A. B. Tsybakov, Penalized Blockwise Stein's Method, Monotone Oracles and Sharp Adaptive Estimation, Math. Methods Statist. 10(3), 247-282 (2001).
-
(2001)
Math. Methods Statist.
, vol.10
, Issue.3
, pp. 247-282
-
-
Cavalier, L.1
Tsybakov, A.B.2
-
9
-
-
38049046503
-
Aggregation by Exponential Weighting and Sharp OracleInequalities
-
20th Annual Conference on Learning Theory, COLT 2007 Proceedings, N. H. Bshouty and C. Gentile, eds. Springer
-
A. Dalalyan and A. B. Tsybakov, "Aggregation by Exponential Weighting and Sharp Oracle Inequalities", in Lecture Notes in Artificial Intelligence, Vol. 4539: 20th Annual Conference on Learning Theory, COLT 2007 Proceedings, N. H. Bshouty and C. Gentile, eds. (Springer, 2007), pp. 97-111.
-
(2007)
Lecture Notes in Artificial Intelligence
, vol.4539
, pp. 97-111
-
-
Dalalyan, A.1
Tsybakov, A.B.2
-
10
-
-
33144483155
-
Stable Recovery of Sparse Overcomplete Representations in the Presence of Noise
-
D. L. Donoho, M. Elad, and V. N. Temlyakov, "Stable Recovery of Sparse Overcomplete Representations in the Presence of Noise", IEEE Trans. Inform. Theory 52(1), 6-18 (2006).
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, Issue.1
, pp. 6-18
-
-
Donoho, D.L.1
Elad, M.2
Temlyakov, V.N.3
-
11
-
-
3242708140
-
Least Angle Regression
-
B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani, "Least Angle Regression", Ann. Statist. 32(2), 407-499 (2004) (With discussion, and a rejoinder by the authors).
-
(2004)
Ann. Statist.
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
12
-
-
1542784498
-
Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties
-
J. Fan and R. Li, "Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties", J. Amer. Statist. Assoc. 96(456), 1348-1360 (2001).
-
(2001)
J. Amer. Statist. Assoc.
, vol.96
, Issue.456
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
13
-
-
33746126624
-
Blockwise Sparse Regression
-
Yu. Kim, J. Kim, and Yo. Kim, "Blockwise Sparse Regression", Statist. Sinica 16(2), 375-390 (2006).
-
(2006)
Statist. Sinica
, vol.16
, Issue.2
, pp. 375-390
-
-
Kim, Y.1
Kim, J.2
Kim, Y.3
-
14
-
-
0034287156
-
Asymptotics for Lasso-Type Estimators
-
K. Knight and W. Fu, "Asymptotics for Lasso-Type Estimators", Ann. Statist. 28(5), 1356-1378 (2000).
-
(2000)
Ann. Statist.
, vol.28
, Issue.5
, pp. 1356-1378
-
-
Knight, K.1
Fu, W.2
-
16
-
-
37849035696
-
The Group Lasso for Logistic Regression
-
L. Meier, S. van de Geer, and P. Bühlmann, "The Group Lasso for Logistic Regression", J. Roy. Statist. Soc. Ser. B. 70(1), 53-71 (2008).
-
(2008)
J. Roy. Statist. Soc. Ser. B.
, vol.70
, Issue.1
, pp. 53-71
-
-
Meier, L.1
van de Geer, S.2
Bühlmann, P.3
-
18
-
-
33747163541
-
High Dimensional Graphs and Variable Selection with the Lasso
-
N. Meinshausen and P. Bühlmann, "High Dimensional Graphs and Variable Selection with the Lasso", Ann. Statist. 34(3), 1436-1462 (2006).
-
(2006)
Ann. Statist.
, vol.34
, Issue.3
, pp. 1436-1462
-
-
Meinshausen, N.1
Bühlmann, P.2
-
19
-
-
85194972808
-
Regression Shrinkage and Selection via the Lasso
-
R. Tibshirani, "Regression Shrinkage and Selection via the Lasso", J. Roy. Statist. Soc. Ser. B 58(1), 267-288 (1996).
-
(1996)
J. Roy. Statist. Soc. Ser. B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
20
-
-
12844266177
-
Sparsity and Smoothness via the Fused Lasso
-
R. Tibshirani, M. Saunders, S. Rosset, J. Zhu, and K. Knight, "Sparsity and Smoothness via the Fused Lasso", J. Roy. Statist. Soc. Ser. B 67(1), 91-108 (2005).
-
(2005)
J. Roy. Statist. Soc. Ser. B
, vol.67
, Issue.1
, pp. 91-108
-
-
Tibshirani, R.1
Saunders, M.2
Rosset, S.3
Zhu, J.4
Knight, K.5
-
21
-
-
51049121146
-
High-Dimensional Generalized Linear Models and the Lasso
-
S. van de Geer, "High-Dimensional Generalized Linear Models and the Lasso", Ann. Statist. 36(2), 614-645 (2008).
-
(2008)
Ann. Statist.
, vol.36
, Issue.2
, pp. 614-645
-
-
van de Geer, S.1
-
22
-
-
33645035051
-
Model Selection and Estimation in Regression with Grouped Variables
-
M. Yuan and Y. Lin, "Model Selection and Estimation in Regression with Grouped Variables", J. Roy. Statist. Soc. Ser. B 68(1), 49-67 (2006).
-
(2006)
J. Roy. Statist. Soc. Ser. B
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
23
-
-
33845263263
-
On Model Selection Consistency of Lasso
-
P. Zhao and B. Yu, "On Model Selection Consistency of Lasso", J. Mach. Learn. Res. 7, 2541-2563 (2006).
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 2541-2563
-
-
Zhao, P.1
Yu, B.2
-
24
-
-
33846114377
-
The Adaptive Lasso and Its Oracle Properties
-
H. Zou, "The Adaptive Lasso and Its Oracle Properties", J. Amer. Statist. Assoc. 101(476), 1418-1429 (2006).
-
(2006)
J. Amer. Statist. Assoc.
, vol.101
, Issue.476
, pp. 1418-1429
-
-
Zou, H.1
-
25
-
-
16244401458
-
Regularization and Variable Selection via the Elastic Net
-
H. Zou and T. Hastie, "Regularization and Variable Selection via the Elastic Net", J. Roy. Statist. Soc. Ser. B 67(2), 301-320 (2005).
-
(2005)
J. Roy. Statist. Soc. Ser. B
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
|