-
2
-
-
46249088758
-
Consistency of the group Lasso and multiple kernel learning
-
to appear
-
Bach, F. R. (2008). Consistency of the group Lasso and multiple kernel learning. J. Mac. Learn. Res., to appear.
-
(2008)
J. Mac. Learn. Res
-
-
Bach, F.R.1
-
3
-
-
0037408745
-
On the dependence of the Berry-Esseen bound on dimension
-
Bentkus, V. (2003). On the dependence of the Berry-Esseen bound on dimension. Journal of Statistical Planning and Inference, 113, 385-402.
-
(2003)
Journal of Statistical Planning and Inference
, vol.113
, pp. 385-402
-
-
Bentkus, V.1
-
5
-
-
0030211964
-
Bagging predictors
-
Breiman, L. (1996a). Bagging predictors. Machine Learning, 24, 123-140.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
6
-
-
0030344230
-
Heuristics of instability and stabilization in model selection
-
Breiman, L. (1996b). Heuristics of instability and stabilization in model selection. Ann. Stat., 24, 2350-2383.
-
(1996)
Ann. Stat
, vol.24
, pp. 2350-2383
-
-
Breiman, L.1
-
7
-
-
0346786584
-
Arcing classifier
-
Breiman, L. (1998). Arcing classifier. Ann. Stat., 26, 801-849.
-
(1998)
Ann. Stat
, vol.26
, pp. 801-849
-
-
Breiman, L.1
-
8
-
-
33745157294
-
Boosting for high-dimensional linear models
-
Bühlmann, P. (2006). Boosting for high-dimensional linear models. Ann. Stat., 34, 559-583.
-
(2006)
Ann. Stat
, vol.34
, pp. 559-583
-
-
Bühlmann, P.1
-
9
-
-
3242708140
-
Least angle regression
-
Efron, B., Hastie, T., Johnstone, I., & Tibshirani, R. (2004). Least angle regression. Ann. Stat., 32, 407.
-
(2004)
Ann. Stat
, vol.32
, pp. 407
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
11
-
-
0034287156
-
Asymptotics for Lasso-type estimators
-
Fu, W., & Knight, K. (2000). Asymptotics for Lasso-type estimators. Ann. Stat., 28, 1356-1378.
-
(2000)
Ann. Stat
, vol.28
, pp. 1356-1378
-
-
Fu, W.1
Knight, K.2
-
12
-
-
56449113372
-
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators
-
Lounici, K. (2008). Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators. Electronic Journal of Statistics, 2.
-
(2008)
Electronic Journal of Statistics
, vol.2
-
-
Lounici, K.1
-
13
-
-
51049110657
-
Lasso-type recovery of sparse representations for high-dimensional data
-
to appear
-
Meinshausen, N., & Yu, B. (2008). Lasso-type recovery of sparse representations for high-dimensional data. Ann. Stat., to appear.
-
(2008)
Ann. Stat
-
-
Meinshausen, N.1
Yu, B.2
-
14
-
-
0001287271
-
Regression shrinkage and selection via the Lasso
-
Tibshirani, R. (1994). Regression shrinkage and selection via the Lasso. J. Roy. Stat. Soc. B, 58, 267-288.
-
(1994)
J. Roy. Stat. Soc. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
15
-
-
56449110790
-
-
1-constrained quadratic programming (Tech. report 709). Dpt. of Statistics, UC Berkeley.
-
1-constrained quadratic programming (Tech. report 709). Dpt. of Statistics, UC Berkeley.
-
-
-
-
16
-
-
33847364905
-
On the non-negative garrotte estimator
-
Yuan, M., & Lin, Y. (2007). On the non-negative garrotte estimator. J. Roy. Stat. Soc. B, 69, 143-161.
-
(2007)
J. Roy. Stat. Soc. B
, vol.69
, pp. 143-161
-
-
Yuan, M.1
Lin, Y.2
-
17
-
-
33845263263
-
On model selection consistency of Lasso
-
Zhao, P., & Yu, B. (2006). On model selection consistency of Lasso. J. Mac. Learn. Res., 7, 2541 2563.
-
(2006)
J. Mac. Learn. Res
, vol.7
, pp. 2541-2563
-
-
Zhao, P.1
Yu, B.2
-
18
-
-
33846114377
-
The adaptive Lasso and its oracle properties
-
Zou, H. (2006), The adaptive Lasso and its oracle properties. J. Am. Stat. Ass., 101, 1418-1429.
-
(2006)
J. Am. Stat. Ass
, vol.101
, pp. 1418-1429
-
-
Zou, H.1
|