Laëtitia Comminges

Statistics and Probability · 2011–2012

A researcher in the Science corpus: 2 papers; trusts 20 researchers and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 34 citations into it; #9,135 of 12,932 by trust here, #8,740 by citations
• Computational Mechanics — 10 citations into it
• Artificial Intelligence — 9 citations into it; #24,796 of 35,345 by trust here, #30,347 by citations
• Statistical Learning Theory — 5 citations into it

Whom Laëtitia Comminges trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jianqing Fan
2. Robert Tibshirani
3. Markus Reiß
4. Roman Vershynin
5. Albert Cohen
6. Yu. I. Ingster
7. Nicolai Meinshausen
8. Peng Zhao
9. Bin Yu
10. Runze Li

Who trusts Laëtitia Comminges overall

1. Min Xu
2. Minhua Chen
3. D. Oh
4. John D. Lafferty
5. Fredrik D. Johansson

Papers from Laëtitia Comminges's perspective

Ordered by how strongly the researchers Laëtitia Comminges trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Model selection and estimation in regression with grouped variables
3. On Model Selection Consistency of Lasso
4. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
5. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
6. The Dantzig selector: Statistical estimation when P is much larger than n
7. Some Comments on Cp
8. Addendum: Regularization and variable selection via the elastic net
9. High-dimensional graphs and variable selection with the Lasso
10. Estimating the Dimension of a Model

Their papers

• Tight conditions for consistency of variable selection in the context of high dimensionality (2011) — 70 citations
• Minimax Testing of a Composite null Hypothesis Defined via a Quadratic Functional in the Model of regression (2012) — 55 citations