Florentina Bunea
Title
Cited by
Cited by
Year
Sparsity oracle inequalities for the Lasso
F Bunea, A Tsybakov, M Wegkamp
Electronic Journal of Statistics 1, 169-194, 2007
4732007
Aggregation for Gaussian regression
F Bunea, AB Tsybakov, MH Wegkamp
The Annals of Statistics 35 (4), 1674-1697, 2007
3462007
Optimal selection of reduced rank estimators of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
The Annals of Statistics 39 (2), 1282-1309, 2011
1832011
Functional classification in Hilbert spaces
G Biau, F Bunea, MH Wegkamp
IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005
1632005
Functional classification in Hilbert spaces
G Biau, F Bunea, MH Wegkamp
IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005
1632005
Honest variable selection in linear and logistic regression models via ℓ1 and ℓ1+ ℓ2 penalization
F Bunea
Electronic Journal of Statistics 2, 1153-1194, 2008
1442008
Aggregation and Sparsity Via ℓ1 Penalized Least Squares
F Bunea, AB Tsybakov, MH Wegkamp
International Conference on Computational Learning Theory, 379-391, 2006
952006
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
The Annals of Statistics 40 (5), 2359-2388, 2012
922012
Penalized least squares regression methods and applications to neuroimaging
F Bunea, Y She, H Ombao, A Gongvatana, K Devlin, R Cohen
NeuroImage 55 (4), 1519-1527, 2011
832011
Consistent covariate selection and post model selection inference in semiparametric regression
F Bunea
The Annals of Statistics 32 (3), 898-927, 2004
732004
The group square-root lasso: Theoretical properties and fast algorithms
F Bunea, J Lederer, Y She
IEEE Transactions on Information Theory 60 (2), 1313-1325, 2013
702013
Consistent variable selection in high dimensional regression via multiple testing
F Bunea, MH Wegkamp, A Auguste
Journal of statistical planning and inference 136 (12), 4349-4364, 2006
682006
On the sample covariance matrix estimator of reduced effective rank population matrices, with applications to fPCA
F Bunea, L Xiao
Bernoulli 21 (2), 1200-1230, 2015
672015
Spades and mixture models
F Bunea, AB Tsybakov, MH Wegkamp, A Barbu
The Annals of Statistics 38 (4), 2525-2558, 2010
642010
Sparse Density Estimation with ℓ1 Penalties
F Bunea, AB Tsybakov, MH Wegkamp
International Conference on Computational Learning Theory, 530-543, 2007
642007
Sequential procedures for aggregating arbitrary estimators of a conditional mean
F Bunea, A Nobel
IEEE Transactions on Information Theory 54 (4), 1725-1735, 2008
562008
Consistent selection via the Lasso for high dimensional approximating regression models
F Bunea
Pushing the limits of contemporary statistics: contributions in honor of …, 2008
432008
Two‐stage model selection procedures in partially linear regression
F Bunea, MH Wegkamp
Canadian Journal of Statistics 32 (2), 105-118, 2004
312004
Aggregation for regression learning
F Bunea, A Tsybakov, M Wegkamp
arXiv preprint math/0410214, 2004
292004
Convex banding of the covariance matrix
J Bien, F Bunea, L Xiao
Journal of the American Statistical Association 111 (514), 834-845, 2016
252016
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Articles 1–20