Florentina Bunea
Statistics and Probability · 2004–2011
A researcher in the Science corpus: 8 papers; trusts 52 researchers and is trusted by 88 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 83 citations into it; #447 of 12,932 by trust here, #518 by citations
- Artificial Intelligence — 29 citations into it; #2,239 of 35,345 by trust here, #4,101 by citations
- Computational Mechanics — 27 citations into it
- Statistical Learning Theory — 22 citations into it; #258 of 1,038 by trust here, #249 by citations
- Control and Systems Engineering — 15 citations into it
- Computer Vision and Pattern Recognition — 13 citations into it
- Optimization & Training — 11 citations into it
- Management Science and Operations Research — 9 citations into it; #1,200 of 11,946 by trust here, #1,384 by citations
Whom Florentina Bunea trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Y. Baraud
- Robert Tibshirani
- Alexandre B. Tsybakov
- Sara A. van de Geer
- David L. Donoho
- Arkadi Nemirovski
- Trevor J. Hastie
- Hirotugu Akaike
- Colin L. Mallows
- E.J. Candes
Who trusts Florentina Bunea overall
- Alexandre B. Tsybakov
- Tong Zhang
- Vladimir Koltchinskii
- Sara A. van de Geer
- Kengo Kato
- Karim Lounici
- Marten H. Wegkamp
- Cun-Hui Zhang
- Arnak S. Dalalyan
- Peter J. Bickel
Papers from Florentina Bunea's perspective
Ordered by how strongly the researchers Florentina Bunea trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Atomic Decomposition by Basis Pursuit
- Model selection and estimation in regression with grouped variables
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
- Estimating the Dimension of a Model
- High-dimensional graphs and variable selection with the Lasso
- Ideal spatial adaptation by wavelet shrinkage
- On Model Selection Consistency of Lasso
- The Adaptive Lasso and Its Oracle Properties
- The Elements of Statistical Learning
Their papers
- Sparsity oracle inequalities for the Lasso (2007) — 480 citations
- Aggregation for Gaussian regression (2007) — 366 citations
- Consistent covariate selection and post model selection inference in semiparametric regression (2004) — 82 citations
- Optimal selection of reduced rank estimators of high-dimensional matrices (2010) — 262 citations
- Penalized Least Squares Regression Methods and Applications to Neuroimaging (2010) — 163 citations
- SPADES AND MIXTURE MODELS (2009) — 65 citations
- Joint variable and rank selection for parsimonious estimation of high-dimensional matrices (2011) — 123 citations
- Consistent variable selection in high dimensional regression via multiple testing (2006) — 68 citations