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Florentina Bunea
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Cited by
Year
Sparsity oracle inequalities for the Lasso
F Bunea, A Tsybakov, M Wegkamp
5422007
Aggregation for Gaussian regression
F Bunea, AB Tsybakov, MH Wegkamp
4072007
Optimal selection of reduced rank estimators of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
2612011
Functional classification in Hilbert spaces
G Biau, F Bunea, MH Wegkamp
IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005
1992005
Functional classification in Hilbert spaces
G Biau, F Bunea, MH Wegkamp
IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005
1992005
Honest variable selection in linear and logistic regression models via 1 and 1+2 penalization
F Bunea
1932008
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
1612011
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
1372012
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
1172013
Aggregation and Sparsity Via ℓ1 Penalized Least Squares
F Bunea, AB Tsybakov, MH Wegkamp
International Conference on Computational Learning Theory, 379-391, 2006
1072006
On the sample covariance matrix estimator of reduced effective rank population matrices, with applications to fPCA
F Bunea, L Xiao
1062015
Consistent covariate selection and post model selection inference in semiparametric regression
F Bunea
782004
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
742006
Sparse Density Estimation with ℓ1 Penalties
F Bunea, AB Tsybakov, MH Wegkamp
International Conference on Computational Learning Theory, 530-543, 2007
722007
Spades and mixture models
F Bunea, AB Tsybakov, MH Wegkamp, A Barbu
702010
Sequential procedures for aggregating arbitrary estimators of a conditional mean
F Bunea, A Nobel
IEEE Transactions on Information Theory 54 (4), 1725-1735, 2008
602008
On asymptotic quantum statistical inference
RD Gill, MI Guţă
From Probability to Statistics and Back: High-Dimensional Models and …, 2013
552013
Consistent selection via the Lasso for high dimensional approximating regression models
F Bunea
Pushing the limits of contemporary statistics: contributions in honor of …, 2008
532008
Convex banding of the covariance matrix
J Bien, F Bunea, L Xiao
Journal of the American Statistical Association 111 (514), 834-845, 2016
432016
Adaptive estimation in structured factor models with applications to overlapping clustering
X Bing, F Bunea, Y Ning, M Wegkamp
402020
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